computer engineering capstone projects

CS & ECE 189 Senior Capstone Projects

During the senior year, CE students are required to take the Senior Computer Systems Project courses also known as the Senior "Capstone" Project. This course helps satisfy CE Major Degree Requirements in the Senior Elective Study Plan.

The Capstone Project gives CE students the opportunity to put their education into practice. Students, working in small teams, design and engineer innovative hardware and software systems using techniques from robotics, distributed systems, circuit design, networking, and real-time systems to tackle problems and create a final "tangible" project.

Every year at the end of the final quarter the projects are presented at full-day, industry-supported events where student groups publicly present their projects and participate in a project demonstration and poster event.

Capstone Sr. Project Presentation Events

CS 189 Course & Projects

ECE 189 Course & Projects

Senior project courses.

Student groups design a significant computer-based project. Groups work independently with interaction among groups via interface specifications and informal meetings.

Computer Science 189A/B

Instructors: Profs. Chandra Krintz (CMPSC 189A) and Dahlia Malkhi (189B)

Throughout this two-course sequence, student teams engage in all aspects of an engineering problem including design, prototype, testing, deployment, and public demonstration. The course is based on a learn-by-doing approach in which teams employ cutting-edge software technologies, tools, and engineering practices to construct significant software applications and systems.

Unique to the UCSB CS Capstone is industry collaboration. Top companies from around the country partner with and mentor student teams. Industrial participants propose project ideas (that range from well-defined to wide open) from which student teams choose, as part of short, competitive “pitches”. The CS 189 senior project series culminates in a public project presentation and demonstration by each team at Summit CS in March.

Electrical and Computer Engineering 189A/B/C

Instructor: Dr. Yogananda Isukapalli (ECE 189A/B/C)

ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the student's undergraduate education, incorporating both significant hardware and software components and, in some cases, mechanical components as well. CE Capstone Projects offer students real-world experience in the lifespan of developing an embedded system: identifying a problem, designing to required specifications, managing budgets and printed circuit board fabrication, and delivering their finished product on time.

CE capstone projects fall into several categories: (i) Student defined projects, in which students come up with the design idea on their own; (ii) Industry-sponsored projects, in which an industry partner specifies a design challenge of interest to their organization; (iii) Research group projects, in which a research group at UCSB poses a design challenge; (iv) Student project competitions, in which students enter as contestants in an organized competition.

ECE 189 senior projects will be showcased at the end of the Spring quarter at the ECE 189 Capstone Project poster session and resentation event.

ECE 189 Capstone 2024 Projects

Information about the ECE 189A/B/C Course

The event for ECE 189A/B/C was held on June 6 (Thu), 2024

Presentation Event Video

2024 Best Projects

1st Place – Homeflow ( Demo Video )
2nd Place – Chirality (Demo Video )
3rd Place – USV ( Demo Video )

Information about the CS 189A/B Course

The summit.cs event for CS 189A/B was held on March 15 (Fri), 2024 at Henley Hall

1st Place – Brandon and The Verilog Survivors / RealityReal (Appfolio): A platform for creating professional quality real estate videos in minutes
2nd Place – APPLE.PY (Artera): a smartphone Apple watch platform w/ easy to access info about alcohol safety
3rd Place – LOGOS (Veridise): the creation of a common Intermediate Representation (IR) for all frameworks
805.893.5615
[email protected]
Information
Terms of Use

Computer Engineering • College of Engineering • UC Santa Barbara 2024 © Regents of the University of California

Senior design projects in Electrical and Computer Engineering

The Senior Design Project provides a capstone experience for undergraduate students in the Department of Electrical and Computer Engineering. Students work in teams of 3-4 students in this year long course sequence to design and prototype a system of their choice.

Past projects have included a variety of topics ranging from home automation systems to ultra wide band wireless links, assistive robots, and wireless drumsticks. Each team is advised by a faculty member in the department and projects undergo several formal reviews. The learning goals for the senior design project include technical design, team work, presentation skills, an understanding of realistic constraints, economics, and ethics.

Visit the Senior Design Project website to see this year's teams.

Global footer

©2024 University of Massachusetts Amherst
Site policies
Non-discrimination notice
Accessibility
Terms of use

55 Capstone Project Topics for Computer Engineering Diploma

In the realm of computer engineering, capstone projects mark the pinnacle of your educational journey, blending years of hard work and dedication into a single endeavor. They offer a unique chance to put your knowledge and skills into action, solving real-world challenges. Yet, the quest for the perfect capstone project idea can seem like a daunting maze. Fear not!

In this blog, we’ll be your guide, unveiling 55 captivating capstone project topics for computer engineering diploma students. Whether you’re a student seeking a spark of inspiration or an educator on the hunt for project gems, you’ve arrived at the right destination. Let’s embark on this exciting journey together!

If you ever need expert guidance or assistance with your project, don’t hesitate to check out our service to ensure your success!

What is a Computer Engineering Diploma?

Table of Contents

A Computer Engineering Diploma is a specialized educational program that equips students with practical knowledge and skills related to computer hardware, software, and systems. It focuses on teaching students how to design, build, and maintain computer systems, from microprocessors to software applications.

However, this diploma typically covers topics like programming, digital electronics, network fundamentals, and computer architecture. It’s a hands-on program that prepares students for careers in computer engineering, where they can work on developing and troubleshooting various computer technologies. In essence, it’s a pathway to becoming a skilled professional in the world of computers and technology.

How to Choose the Right Capstone Project Topics and How to Be Inspired?

Choosing the right capstone project topics for computer engineering diploma students and finding inspiration are essential steps in your academic journey. Here’s a simple guide to help you make the right choice:

1. Follow Your Passion

Start by considering your interests and passions within your field. Projects that genuinely excite you are more likely to keep you motivated throughout the process.

2. Identify a Problem

Look for real-world problems or challenges in your field of study. Your project can make a meaningful impact by addressing these issues.

3. Research

Dive into relevant literature, articles, and case studies. This will not only help you understand current trends but also spark ideas.

4. Consult Your Advisor

Your academic advisor can provide valuable insights and suggest project topics that align with your skills and goals.

5. Brainstorm

Take time to brainstorm ideas. Write down everything that comes to mind, even if it seems unconventional at first.

6. Consider Feasibility

Assess the resources, time, and equipment you’ll need for each project idea. Choose one that’s achievable within your constraints.

7. Seek Feedback

Discuss your ideas with peers, professors, or industry professionals. Their feedback can help refine your concept.

8. Think Interdisciplinary

Don’t be afraid to blend different fields or concepts. Interdisciplinary projects can be innovative and eye-catching.

9. Stay Updated

Stay current with the latest developments in your field. New technologies and trends can spark fresh ideas.

10. Stay Open-Minded

Inspiration can strike at any time. Keep an open mind, and be ready to adapt your project idea if something compelling comes along.

List of Best Capstone Project Topics for Computer Engineering Diploma

Discover some top and simple capstone project topics for computer engineering diploma students:

1. Predictive Maintenance for Manufacturing

In this project, you’ll create a system that uses data and algorithms to predict when machines in a manufacturing plant might break down. This helps prevent costly downtime and repairs by allowing timely maintenance.

2. Building a Mobile Banking App

You’ll develop a mobile app that enables users to perform banking tasks like checking balances, transferring money, and paying bills conveniently on their smartphones.

3. Designing a Secure IoT Network

This project involves building a secure network for Internet of Things (IoT) devices, ensuring safe communication for smart home appliances and other IoT gadgets.

4. Autonomous Robotic Arm for Industrial Applications

You’ll design a robot arm that can work independently in factories, handling tasks such as picking up and moving objects, improving automation and efficiency. However, this is one of the best capstone project topics for computer engineering diploma students.

5. Relational Database Optimization

This project focuses on enhancing the performance of databases used in applications, ensuring quick and efficient data retrieval and storage.

6. Natural Language Processing for Sentiment Analysis

You’ll develop a program that analyzes text to determine whether it’s positive, negative, or neutral, which is valuable for understanding public sentiment on social media and reviews.

7. Smart Home Automation System

In this project, you’ll create a system that allows homeowners to control lights, thermostats, and appliances remotely through a smartphone or voice commands, enhancing convenience and energy efficiency.

8. Machine Learning-Based Stock Price Prediction

Using machine learning algorithms, you’ll work on predicting stock prices, helping investors make informed decisions in the stock market. Moreover, it is one of the top capstone project topics for computer engineering diploma students.

9. Cybersecurity for Small Businesses

Your project will involve building a cybersecurity solution tailored for small businesses, protecting them from cyber threats and data breaches.

10. Voice-Controlled Virtual Assistant

Create a virtual assistant, similar to Siri or Alexa that responds to voice commands, making daily tasks more manageable through voice interaction.

11. Network Intrusion Detection System (IDS)

You’ll develop an IDS that monitors network traffic for suspicious activities, alerting administrators to potential security breaches.

12. Automated Home Garden

Automated Home Garden is one of the well-known capstone project topics for computer engineering diploma. Build an automated garden system that monitors soil moisture, controls irrigation, and provides real-time data and care instructions to home gardeners.

13. Gesture Recognition Interface

This project involves creating a system that recognizes hand gestures to control devices or applications, making human-computer interaction more intuitive.

14. Mobile Health Monitoring App

Develop an app that enables users to monitor their health, record vital signs, and receive health-related advice, promoting proactive healthcare.

15. Smart Traffic Management System

Design a traffic management system that uses sensors and AI to optimize traffic flow, reducing congestion and travel time in urban areas.

16. Cryptocurrency Wallet App

Create a secure and user-friendly mobile app for managing cryptocurrencies, allowing users to store, send, and receive digital currencies.

17. Voice-Based Language Translation

Build a real-time language translation system that translates spoken words from one language to another, facilitating communication between people who speak different languages.

18. 3D Printing Prototyping

Explore 3D printing technology to create rapid prototypes for various applications, from product design to medical devices. In addition, 3D printing prototyping is one of the interesting capstone project topics for computer engineering diploma students.

19. Augmented Reality (AR) Education App

Develop an educational app that uses AR to enhance learning experiences, allowing students to interact with virtual objects and information.

20. E-commerce Recommendation System

Build a recommendation system for e-commerce websites that suggests products to users based on their preferences and browsing history, improving the shopping experience.

Benefits of Using Capstone Project Topics for Computer Engineering Diploma Students

Here are some key benefits of using capstone projects for computer engineering diploma students:

Practical Application: Capstone projects provide an opportunity for computer engineering diploma students to apply their theoretical knowledge to real-world problems, enhancing their practical skills.
Skill Development : Students can develop a wide range of technical skills, including coding, hardware design, and software development, which are highly relevant to their future careers.
Problem Solving: Capstone projects challenge students to solve complex problems, improving their critical thinking and analytical abilities.
Collaboration: Working in teams on capstone projects fosters collaboration and communication skills, which are essential in the professional world.
Portfolio Building: Completed projects can be added to resumes or portfolios, increasing students’ chances of securing employment or further education.
Networking: Students can establish connections with industry professionals, potentially leading to job opportunities or mentorship.
Innovation: Capstone projects often encourage creativity and innovation, pushing students to explore new technologies and solutions.

In conclusion, capstone project topics for computer engineering diploma students present an exciting array of opportunities for computer engineering students. Whether your passion lies in machine learning , software development, network security, or any other facet of computer engineering, you’re bound to find an inspiring project idea here.

It’s essential to remember that a successful capstone project not only showcases your technical prowess but also addresses real-world issues. So, when selecting your project, choose one that truly ignites your curiosity and has the potential to create a positive impact. With dedication and enthusiasm, you can embark on a journey that not only enriches your knowledge but also contributes to the ever-evolving world of technology. Your capstone project is your chance to shine and make a meaningful mark in the field of computer engineering.

Science Fair Project Ideas For 6th Graders

When it comes to Science Fair Project Ideas For 6th Graders, the possibilities are endless! These projects not only help students develop essential skills, such…

Java Project Ideas for Beginners

Java is one of the most popular programming languages. It is used for many applications, from laptops to data centers, gaming consoles, scientific supercomputers, and…

Top 111+ Capstone Project Ideas in Computer Science for Students

Post author By Amar
February 20, 2024

As a computer science student close to finishing your degree, your final project is a big chance to use all the knowledge and technical skills you’ve learned over the years. This final project allows you to show off your abilities, creativity, and understanding of the exciting field of computer science.

More than just a requirement to graduate, the final project lets you dive into a special area that interests you and matches your career goals. Whether you love developing new artificial intelligence programs, building strong and flexible software systems, or exploring cybersecurity, this project allows you to solve real-world problems and develop new solutions.

With technology always changing, there are countless exciting final project ideas in computer science. The choices are endless and thrilling, from using machine learning to improve prediction to using blockchain for secure data management or even creating augmented reality and virtual simulations.

In this complete guide, we’ve carefully gathered a collection of over 111 thought-provoking and engaging final project ideas covering the many areas of computer science. Each idea has been chosen to spark your curiosity, challenge your problem-solving skills, and provide a rewarding experience that solidifies what you’ve learned and prepares you for the professional world.

Table of Contents

Importance of Capstone Projects

Capstone projects are a huge part of many college programs, especially in computer science, engineering, and business. These final projects let students use the things they learned in their studies as a real challenge.

What Are Capstone Projects?

A capstone project is a big assignment that is the last thing students do before finishing their college program. Instead of a normal class with lectures and tests, a capstone has students identify and solve a hard problem. They use the skills they have learned in communication, analysis, and technical areas.

Capstone projects can be different things, like:

A long research paper
A project to design or create software
A project for a real company
Making a plan for a new business

No matter what kind of project it is, all capstones have the same goal – combining what students know and getting them ready for a real job.

Why They Matter for Computer Science

Capstone projects are extra important in computer science programs because the field is so hands-on. Unlike some subjects that are just theory, really understanding coding, design, and solving computer problems means practicing a lot.

Through a computer science capstone, students get precious experience with things like:

The full process of developing software
Planning and managing a project
Understanding what a system needs to do
Writing code and fixing errors
Working together in teams and communicating

Most importantly, a capstone puts students in the kinds of open-ended, multi-part challenges they will face in real computer science jobs. This unstructured setup makes students develop technical skills and important abilities like creativity, critical thinking, and independent learning.

The capstone project is the highest point of a student’s college experience. It shows they are truly ready to start working as professional computer scientists.

Recommended Readings: “ Top 59+ Amazing Poster Board Project Ideas – Inspiration & Creativity “

111+ Amazing Capstone Project Ideas in Computer Science

Here is the list of the top 111+ most amazing capstone project ideas for computer science, please take a look:

Artificial Intelligence and Machine Learning

Make a talking computer friend using words.
Suggest movies, books, or music you might like.
Figure out if people are happy or sad in their messages.
Recognize faces in pictures.
Create a computer friend that listens to your voice commands.
Help doctors find out what’s wrong with people using computers.
Stop spam emails with the help of computers.
Make a computer tool that translates languages in real time.
Teach a computer to understand hand movements.
Create a smart computer player for games.

Web Development and Applications

Make an online store where you can buy things.
Create a website where you can connect with friends.
Build a website for learning with videos and quizzes.
Make an app to help manage tasks and work together.
Create a tool for writing and sharing articles online.
Make a tool for writing documents together in real time.
Create a website for sharing yummy recipes.
Make a website to find and apply for jobs.
Create a website where people can help fund cool projects.
Make a website for planning and sharing travel adventures.

Data Science and Big Data

Look at social media to find out what people like.
Predict if the stock market will go up or down.
Suggest things to buy based on what you like.
Predict when lots of people might get sick.
Create a system that watches traffic using smart devices.
Stop bad people from doing tricky things with money.
Learn about what people like to make better ads.
Suggest news articles based on what you like.
Make a weather prediction model using past data.
Improve websites based on how people use them.

Cybersecurity and Network Security

Help keep your passwords safe with a computer tool.
Stop bad people from getting into computer networks.
Protect your computer from bad software that asks for money.
Manage which apps can talk to your computer.
Keep your files safe by turning them into secret codes.
Stop people from tricking you into doing things online.
Watch the internet to find out if something strange is happening.
Create a tool to understand and fight against bad software.
Make a tool to send secret messages that only certain people can read.
Use your fingerprint to unlock things on the computer.

Mobile App Development

Make an app to help you exercise and track progress.
Create an app to learn new languages with fun lessons.
Make an app to relax and calm your mind.
Create an app to help you manage money and spending.
Make an app to find and save yummy recipes.
Create an app to remember and share travel memories.
Make an app to help you remember and finish tasks.
Create an app to listen to music and discover new songs.
Make an app to help you manage time and set goals.
Create an app to support mental well-being.

Computer Vision and Image Processing

Make a tool to read license plates for parking.
Create a fun tool to mix faces in pictures.
Add captions to pictures using computer smarts.
Create a tool to scan and read documents.
Make an app to show cool things in the real world using your phone.
Help find skin problems using pictures and computers.
Find objects in pictures as soon as they appear.
Make a tool to recognize fingerprints for safety.
Create a tool to analyze pictures from space for farming.
Help cars recognize traffic signs by themselves.

Internet of Things (IoT)

Make your home smart so you can control things with your voice.
Create a watch that helps keep you healthy.
Make a smart farm to save water and grow crops better.
Create a tool to check if a room is too hot or cold.
Use smart devices to save energy at home.
Make a tool to check if the water is clean or not.
Create a system to manage garbage using smart devices.
Make a bracelet that helps old people if they fall.
Create a system to manage inventory in a store.
Make a tool to know which products are in stock in a store.

Game Development

Create a simple game where you jump and run.
Make a game where many people play together online.
Create a game you can play using special glasses.
Make a puzzle game where the computer creates levels.
Make a game where you control many characters at once.
Create a game where you make your character.
Make a game where you play to the beat of the music.
Create a game where you build and defend towers.
Make a car racing game where you can customize your car.
Create a game where you survive and build things.

Blockchain and Cryptocurrency

Create a fair voting system using special computer money.
Make a wallet to store special computer money.
Create a system to follow where products come from using special computer money.
Make a market where people can buy and sell things using special computer money.
Create a system to prove who you are using special computer money.
Make a system to prove if a document is real using special computer money.
Create a way for people to support projects using special computer money.
Make a system to manage digital things using special computer money.
Create a system to prove you learned something using special computer money.
Make a social media that uses special computer money.

Robotics and Automation

Make a robot arm that can pick up things.
Create a pretend world for cars to drive themselves.
Build a flying robot with a mind of its own.
Make a robot vacuum that doesn’t bump into things.
Create a robot that helps sort trash for recycling.
Make a pretend person who talks and understands you.
Build a robot bartender that makes drinks for you.
Make a robot pet that does fun things.
Create a robot that brings things to people.
Make a pretend friend to help people who need it.

Natural Language Processing (NLP)

Make a tool to know if people like or dislike things.
Create a tool to make long texts shorter.
Make a computer friend who talks with you online.
Create a tool to change words from one language to another.
Make a computer friend that answers text questions.
Create a tool to organize news articles by topic.
Make a tool to understand names and important words in text.
Create a tool to fix writing mistakes.
Make a tool to check if someone copied text from somewhere else.
Create a computer friend to chat with when feeling down.
Create a tool to turn written words into spoken words.

Miscellaneous

Make a tool to create 3D models and pictures.
Create a pretend world for learning and practicing.
Make a tool to check who is present using cameras.
Create a tool to turn spoken words into written words.
Make a tool to create music using computers.
Create a pretend room to try on clothes online.
Make a fun game to learn languages.
Create a tool to understand different languages in real time.
Make a tool to know when traffic might be bad using computers.

We have tried to cover all major categories possible to cater to so that you don’t have to search different portals and websites to discover your favorite capstone project idea for computer science.

How do you choose the right capstone project ideas for you?

Your capstone project is the biggest part of your computer science studies. It lets you use everything you’ve learned on a real challenge. But how do you pick the right project? There are a few key things to think about.

Things to Think About

Choosing your capstone project is an important choice. The project you pick will take up much time and hard work. So it’s smart to carefully think about everything that matters to find the best fit for you.

Matches Your Job Goals

One main thing is how the project goes with the type of job you want after college. If you hope to be a coder who makes software, then a coding project would let you practice those skills. If you want to work on keeping computer systems safe, then a project about computer security would be a better match. Pick something that will help get you ready for your desired job.

Is Something You Enjoy

You’ll spend many hours on your capstone over several months. So, it’s also important to pick a project you will find interesting and fun to work on. If you choose something you’re excited about, you’ll stay motivated. But if you pick a boring topic, the project will feel like a long, hard task.

The best choice is a capstone that prepares you for your career goals while being about something you like in computer science. You can make the most of this big final project experience by carefully finding that balance.

Closing Up

Choosing the right capstone project is important for computer science students. It’s the final project before you graduate, so you want to pick something great. The good news is, with over 111 cool ideas, you will find a project that fits your interests and prepares you for the job you want after college.

Maybe you dream of creating awesome apps or building the next big video game. Then, a software development project could be perfect for you. Or if robots and physical computing excite you, designing and coding a robot would be a blast.

A cybersecurity project is an option for those who keep data and networks secure. And for visionary students wanting to launch their startup, a business plan for a new tech idea could be the capstone for you.

So take your time going through all the many possibilities. Think about what computer science areas excite you most to learn and create. Find that perfect balance between preparing for your dream job and pursuing your passions.

With over 111 unique ideas, you’ll find an amazing capstone that lets you showcase your mad skills on something awesome! It’ll be challenging but incredibly rewarding to complete such a big hands-on project you can be proud of.

What is a capstone project?

A capstone project is a big assignment that computer science students work on in their final year of college. It allows you to apply everything you’ve learned in your courses to a complex problem or challenge. Completing a capstone project demonstrates your skills and preparedness for field work.

Why are capstone projects important?

Capstone projects are crucial for computer science students because they provide hands-on experience tackling an open-ended problem similar to what you’ll face professionally. It helps you develop technical abilities like coding and system design and important skills like project planning, problem-solving, and teamwork.

How do I choose a good capstone project idea?

The best capstone ideas align with your personal interests and career goals. Pick something you find genuinely fascinating that will allow you to practice skills related to the type of job you want after graduating. Finding that balance will keep you motivated throughout the long project.

Tags capstone , ideas , project , students
australia (2)
duolingo (13)
Education (284)
General (78)
How To (18)
IELTS (127)
Latest Updates (162)
Malta Visa (6)
Permanent residency (1)
Programming (31)
Scholarship (1)
Sponsored (4)
Study Abroad (187)
Technology (12)
work permit (8)

ECE 188 Senior Capstone Projects

The Capstone Project three-course series gives Electrical and Computer Engineering students the opportunity to put their education into practice. Students, working in small teams, design, build, and present a challenging engineering design project. The design challenges, of which each team selects one to tackle, are proposed and supported by UCSB faculty research groups or by industry. Projects typically involve design and implementation of both hardware and software systems. The projects span a variety of topics in the field of electrical and computer engineering, including for example consumer electronics, embedded systems, control systems and circuits, image processing, AI / machine learning, biomedical devices, power electronics, energy generation and conversion, sensor networks, electrochemical and biological sensors, and solid-state emitters and detectors.

Every year at the end of Spring quarter, the final projects are displayed at an event with each student group participating in a project presentation and poster sessions. A panel of experts from academia and industry judges each of the teams and selects award winners.

2024 ECE 188 Senior Project Awards

ECE 188 Best Projects: Mercury, Commpact and REMED-E

EE Capstone – Award Winning Video

EE Sr. Project Spotlight: "FusionSense"

Senior project course.

Student groups integrate the knowledge and skills acquired in earlier coursework to tackle a challenging engineering design project which is proposed and supported by a UCSB faculty research group or by an industry supporter. The project is evaluated through written reports, oral presentations, and demonstrations of performance.

Electrical and Computer Engineering 188A/B/C

Instructors 2023-24: dr. ilan ben-yaacov (188abc).

188A (Fall quarter) - ECE 188A primarily focuses on the initial project design and development stage. After choosing a project, each group begins researching the critical elements of their project, developing a preliminary project plan with a set of preliminary design specifications, and gives a short preliminary presentation to the class describing their projects. Students then continue to refine their plan and begin prototyping and design testing. By the end of the quarter, each group finalizes their project plan and product design specifications, demonstrates a prototype of at least one system/element of their project, and gives a 45 minute presentation detailing (1) The Project Plan, (2) Product Design Specifications, (3) Budget, (4) Prototyping and Testing, and (5) Division of Labor (individual responsibilities).

188B (Winter quarter) - In ECE 188B, the groups continue to develop their products and refine their specifications, begin PCB design (where applicable), and at the end of the quarter demonstrate a second product prototype. Each group also participates in a "Mid-Project Design Review" with their instructors and sponsors in which they provide details on all the work done to date and provide a plan for completion of their project.

188C (Spring quarter) - In ECE 188C, the final quarter of the sequence, students finalize their designs and product specifications, and then assemble and debug their products. At the end of the quarter, each group presents and demos their final product at an ECE annual event.

2024 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2024 COE Capstone Engineering Design Expo (EDX)

Best Projects

Excellence in EE : Mercury – an 1/10 scale F1 race car capable of autonomously mapping and racing through any enclosed track without any human intervention
Outstanding Innovation in EE : REMED-E – autonomous robot for performing maintenance on naval ships
Distinguished Technical Achievement in EE : Commpact – an electrically small antenna and high-impedance low-noise amplifier for low frequency communication systems

Project Descriptions

* SkyTerra : Elevate, Navigate, Hydrate
* EmberEye : Safety Beyond Sight
* Quickdrop : Because waiting is so yesterday
Percept : Precision Detection for Seamless Protection
BabyBot 2024 : Transforming Care Through Playful Automation
Soldermatic : Precision Soldering for Quantum Innovation
Remora : Streaming your Marine
Mercury : Accelerating Autonomous Vehicles
Sol-aIR Surveys : Autonomous Inspection Made Easy
Lithoptimize : Intelligent Control for High-Performance EUV Photolithography
Commpact : small size, BIG REACH
REMED-E : Robots with Resolve

* Multidisciplinary Projects : Electrical Engineering and Mechanical Engineering

2023 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2023 COE Capstone Expo

Excellence in Multidisciplinary Engineering + Best Presentation : GANER
Excellence in EE : LineAlert
Outstanding Innovation in EE : FusionSense
Distinguished Technical Achievement in EE : ControlSense
EE Best VIdeo : AMPED
* Lab D4H BabyBot: Empowering Movement at Home
* Robot Rodeo (Navy) Ganer: Saving our Sailors
* FLIR SafeSight: Eyes that Save Lives
AMPED: Keep it clamped and play with AMPED
ASML ControlSense: Twice the speed. Twice the power
Hespanha Lab F1TENTH Velma: Finding today, Creating tomorrow
Buckwalter / Madhow Lab FusionSense: Reliable Radar for Real-Time Results
Smith Lab GreeNN: Reducing the Carbon Footprint of Image Classification
Northrop Grumman LineAlert: Taking the Power Out of Wildfires
OceanPulse: Listening to the Earth's heartbeat
SnaCoil: Lie down, Heal up
Manjunath Lab StressNet: Success is stress-free

* Multidisciplinary Projects: Electrical Engineering and Mechanical Engineering

2022 EE Capstone Projects

The ECE 188 posters and presentations were held at the 2022 COE Capstone Expo

Recording of the 2022 Project Presentations

1st place : Mimmo ( Madhow & Buckwalter Labs)
2nd place : B.A.I. ( S.L. Smith Lab )
3rd place : MPL ( Theogarajan Lab )
Multidisciplinary Project Award : Spyglass ( FLIR )
Faculty Choice Award: DropVision ( ASML )
Beehive (Alizadeh Lab): an algorithm that manages a fleet of autonomous vehicles for ride sharing service
Unlimited Vision (Arthrex): an enhanced instrument imaging system for arthroscopic surgery that tackles supplemental surgical awareness
DropVision (ASML): an algorithm that examines vaporized plasma droplet images to evaluate and determine its performance in EUV lithography
* Babybot (Lab D4H): project description coming soon!
neutronomous (Hespanha Group): a one-tenth scale autonomous car using real-time perception and control to navigate to its destination on a college campus
* Spyglass (FLIR): a stabilized visible and infrared camera system geared towards day and night sailing
* TRILOW-G (Hawkes Lab): Payload for lunar gravity sub-orbital spaceflight to demonstrate the performance of a novel, bio-inspired, soft-robotic anchoring device for use in granular media
TD-75 (HGH): a low-cost temperature calibration device that reduces error in thermal imaging devices
Hortibeam (Horticulture Lighting): a platform for developing a laser based horticultural lighting system that can provide optimized light for plant growth without the detrimental heat generation of LED and lamp based lighting systems.
Mimmo (MIMO): a distributed MIMO radar system pushing the boundaries of automative safety
PiLC (PLC/HMI): a low cost noise proof Raspberry Pi based Programmable Logic Controller
* SAAPER (Robot Rodeo): a robot designed to autonomously maneuver through a Navy ship environment and is equipped to complete tasks along the way in order to eliminate the need for humans to be in harm’s way
B.A.I. (Smith Lab): Optical Neural Network (B.A.I): a neural network based on optics that can classify images with low energy consumption
MPL (Theogarajan Lab): Maskless Projection Lithography – a novel lithography process that allows the end-user to go straight from design into manufacturing devices

2021 EE Capstone Projects

Excellence in Electrical Engineering : Hylev
Outstanding Innovation in EE : Audi0hm
Distinguished Technical Achievement in EE: P.A.M.A.
Faculty Choice : SensrLink
Best Video : P.A.M.A.
Excellence in Multidisciplinary Engineering : Ionic Skies
Audi0hm: a device that allows a guitarist to pair their guitar to any common bluetooth speaker and play in realtime
Auto Path: a smart robot equipped with built-in route finding algorithms and motion controls that enable itself to guide it to any designated spots
*Civil Robotics: an electric vehicle that traverses rough terrain and clears a 6 to 9 ft. path from flashy fuels to contain brush fires
Hylev: configurable research and testing platform for low power magnetic levitation
*Ionic Skies: a new type of aircraft that will completely solve the drone buzzing and noisy problems
*Lab D4H Babybot: an automated at-home ball therapy tool that circumvents the cost and limitations of a cerebral palsy household
MyLigraphy: a maskless lithography system that is more appropriate for situations where the use of a reflective mask is inefficient
P.A.M.A.: Personal Automated Medication Assistant - an app with tabulated medication information schedule for users
Panterra: a UGV that navigates to its destination autonomously through various obstacles and stores a map of the GPS coordinates
ASML ReTina: a high-speed algorithm to efficiently identify droplets from images captured by cameras in a lithography machine>
Senseeker SensrLink: a VCO based ADC topology to address analog scaling issues by using circuit blocks created digital circuits to perform analog functions
Stacking Solutions: collaborative robotics/multi-agent robotics
+1 805.893.5364
[email protected]
Office Harold Frank Hall, Rm 4155

Dept. Resources

Services & Support
Cntrl Admin Office (CAO)
Electronics Shop
Teaching Cleanroom
Technical Support
Room Reservations
Submit Event | News | Book
Information
Terms of Use

Department of Electrical and Computer Engineering College of Engineering • UC Santa Barbara 2024 © Regents of the University of California

129+ Best Capstone Project Ideas for Computer Engineering

Explore exciting capstone project ideas for computer engineering in AI, cybersecurity, and app development. These projects will help you apply your skills and kickstart your career.

Choosing the right project is essential. It lets you put your knowledge into action and make a real impact. Check out these ideas to find a project that’s both fun and challenging for your future career.

Table of Contents

Capstone Project Ideas for Computer Engineering PDF

Importance of a strong capstone project.

Check out the importance of a strong capstone project:-

Real-World Practice

Apply Knowledge: Use what you’ve learned in real situations.
Hands-On Work: Get practical experience.

Skill Growth

Solve Problems: Learn to tackle challenges.
Manage Projects: Practice planning and leading.
Work with Others: Improve teamwork skills.

Portfolio Boost

Show Your Work: Add a strong project example to your resume.
Show Success: Highlight what you’ve achieved.

Personal Challenge

Be Creative: Find new solutions.
Think Critically: Improve problem-solving skills.
Meet Professionals: Connect with industry experts.
Learn from the Field: Get real-world insights.

What is a capstone project in computer engineering?

A capstone project in computer engineering is a final assignment where you apply your skills to a real-world problem. Here’s what it involves:

Practical Application

Real Tasks: Work on projects like software, hardware, or systems.
Industry Focus: Solve problems that are relevant to current trends.

Integration of Skills

Programming: Use coding skills in languages like Python or Java.
System Design: Apply knowledge of how systems are built and work.
Problem-Solving: Solve complex issues using engineering methods.

Problem-Solving

Specific Problems: Work on clear challenges, like improving security or creating an IoT device.
Research: Study the problem thoroughly to find effective solutions.

Project Work

Solo or Team: Work alone or with others.
Project Steps: Include planning, design, building, testing, and documenting.
Presentation: Show your project to professors or industry experts.
Grading: Reviewed and graded based on quality and creativity.
Feedback: Get feedback to improve your project and skills.
Graduation Requirement: Often counts towards your final grade or graduation.

Capstone Project Ideas for Computer Enginneering

Check out capstone project ideas for computer engineering:-

Software Development

Personal budget tracker.

Purpose : Track income and expenses.
Tools : Budget management libraries.
Features : Expense tracking, budget reports.

Simple To-Do List App

Purpose : Organize tasks.
Tools : Task management libraries.
Features : Task adding, due dates.

Weather App

Purpose : Check weather forecasts.
Tools : Weather APIs.
Features : Current weather, forecasts.

Expense Splitter

Purpose : Split costs among friends.
Tools : Calculation algorithms.
Features : Cost splitting, expense summaries.

Password Manager

Purpose : Store passwords securely.
Tools : Encryption libraries.
Features : Password storage, auto-fill.

Recipe Organizer

Purpose : Save and search recipes.
Tools : Recipe databases.
Features : Recipe search, ingredient lists.

Fitness Tracker

Purpose : Track workouts.
Tools : Activity tracking APIs.
Features : Workout logging, progress charts.

Event Reminder

Purpose : Set and manage reminders.
Tools : Calendar APIs.
Features : Reminders, notifications.

Simple Chat App

Purpose : Send and receive messages.
Tools : Messaging libraries.
Features : Text messaging, contact list.

Expense Tracker App

Purpose : Monitor personal expenses.
Tools : Financial APIs.
Features : Expense tracking, budget analysis.

Embedded Systems

Temperature logger.

Purpose : Record temperature data.
Tools : Temperature sensors.
Features : Data logging, temperature alerts.

Home Automation System

Purpose : Control home devices.
Tools : Microcontrollers, sensors.
Features : Device control, automation rules.

Simple Weather Station

Purpose : Measure and display weather.
Tools : Weather sensors.
Features : Weather data collection, display.

Smart Light Controller

Purpose : Manage lighting remotely.
Tools : Microcontrollers, light sensors.
Features : Remote control, lighting schedules.

Motion Detector

Purpose : Detect movement.
Tools : Motion sensors.
Features : Motion alerts, activity logging.

Automated Plant Waterer

Purpose : Water plants automatically.
Tools : Soil moisture sensors.
Features : Moisture detection, watering schedule.

Simple Alarm System

Purpose : Alert for security breaches.
Tools : Alarm sensors, microcontrollers.
Features : Security alerts, sensor monitoring.

Smart Doorbell

Purpose : Notify when someone is at the door.
Tools : Camera module, microcontroller.
Features : Video capture, doorbell notifications.

Basic Thermostat

Purpose : Control home temperature.
Tools : Temperature sensors, controllers.
Features : Temperature adjustment, scheduling.

Smart Fan Controller

Purpose : Control fan speed automatically.
Tools : Fan motors, temperature sensors.
Features : Speed control, temperature-based operation.

Web Development

Portfolio website.

Purpose : Showcase personal projects.
Tools : HTML, CSS, JavaScript.
Features : Project gallery, contact form.

Blog Platform

Purpose : Publish and manage blog posts.
Tools : Web development frameworks.
Features : Post creation, comment system.

Online Quiz App

Purpose : Create and take quizzes.
Tools : Web APIs, databases.
Features : Quiz creation, result tracking.

Simple E-Commerce Site

Purpose : Sell products online.
Tools : Web development libraries.
Features : Product listing, shopping cart.

Recipe Sharing Website

Purpose : Share and find recipes.
Tools : Web frameworks, databases.
Features : Recipe upload, search.
Purpose : Post and find job listings.
Tools : Job listing APIs.
Features : Job posting, search filters.

Event Management Site

Purpose : Organize and manage events.
Tools : Event management tools.
Features : Event creation, registration.

Simple Forum

Purpose : Discuss topics in threads.
Tools : Forum software, databases.
Features : Thread creation, user discussions.

Photo Gallery

Purpose : Display and share photos.
Tools : Image hosting services.
Features : Photo upload, gallery view.

Task Management App

Purpose : Track and manage tasks.
Features : Task creation, progress tracking.

Network Engineering

Local chat application.

Purpose : Chat over a local network.
Tools : Networking protocols.
Features : Messaging, user lists.

Network Scanner

Purpose : Scan and identify devices on a network.
Tools : Network scanning tools.
Features : Device discovery, network map.

File Transfer System

Purpose : Send files over a network.
Tools : File transfer protocols.
Features : File sending, receiving.

Wi-Fi Strength Meter

Purpose : Measure Wi-Fi signal strength.
Tools : Signal measurement tools.
Features : Signal strength reporting.
Purpose : Make voice calls over the internet.
Tools : VoIP protocols.
Features : Voice calling, contact management.

Speed Test Tool

Purpose : Test internet speed.
Tools : Speed testing tools.
Features : Speed measurement, performance metrics.

VPN Service

Purpose : Secure internet browsing.
Tools : VPN protocols.
Features : Secure browsing, IP masking.

Network Monitor

Purpose : Monitor and manage network devices.
Tools : Network monitoring tools.
Features : Device tracking, network performance.

File Compression Tool

Purpose : Reduce file sizes.
Tools : Compression algorithms.
Features : File compression, decompression.

Local File Sharing

Purpose : Share files on a local network.
Tools : File sharing protocols.
Features : File sharing, access control.

Line-Following Robot

Purpose : Follow a line on the ground.
Tools : Line sensors, motors.
Features : Line detection, movement control.

Remote-Controlled Car

Purpose : Control a car with a phone.
Tools : Remote control system.
Features : Remote driving, steering.

Obstacle-Avoiding Robot

Purpose : Avoid obstacles while moving.
Tools : Ultrasonic sensors.
Features : Obstacle detection, navigation.

Basic Drone

Purpose : Fly a simple drone.
Tools : Drone parts.
Features : Basic flying, maneuvering.
Features : Moisture detection, watering.

Sorting Robot

Purpose : Sort objects by color or size.
Tools : Sorting mechanisms.
Features : Object detection, sorting.

Security Robot

Purpose : Patrol and monitor for security.
Tools : Cameras, sensors.
Features : Patrolling, security alerts.

Voice-Controlled Robot

Purpose : Respond to voice commands.
Tools : Voice recognition.
Features : Voice control, actions.

Gesture-Controlled Robot

Purpose : Move based on hand gestures.
Tools : Gesture recognition sensors.
Features : Gesture detection, movement.

Delivery Robot

Purpose : Deliver items from one place to another.
Tools : Navigation system.
Features : Path planning, delivery.

Data Science

Data dashboard.

Purpose : Visualize data insights.
Tools : Dashboard tools.
Features : Data visualization, reporting.

Sentiment Analysis Tool

Purpose : Analyze text sentiment.
Tools : Sentiment analysis libraries.
Features : Sentiment scoring, text analysis.

Stock Price Predictor

Purpose : Predict stock prices.
Tools : Machine learning algorithms.
Features : Price predictions, trend analysis.

Recommendation System

Purpose : Suggest products based on user preferences.
Tools : Recommendation algorithms.
Features : Product recommendations, user profiles.

Customer Segmentation

Purpose : Group customers by behavior.
Tools : Clustering algorithms.
Features : Customer groups, behavior analysis.

Spam Filter

Purpose : Identify and filter spam emails.
Tools : Email filtering algorithms.
Features : Spam detection, email classification.

Sales Forecasting

Purpose : Predict future sales trends.
Tools : Forecasting models.
Features : Sales predictions, trend analysis.

Data Cleaning Tool

Purpose : Clean and organize data.
Tools : Data cleaning libraries.
Features : Data normalization, error correction.

Text Classification

Purpose : Categorize text into classes.
Tools : Text classification algorithms.
Features : Text categorization, class labels.

Anomaly Detection

Purpose : Identify unusual patterns in data.
Tools : Anomaly detection algorithms.
Features : Outlier detection, data analysis.

Artificial Intelligence

Purpose : Simulate conversation with users.
Tools : Chatbot frameworks.
Features : Conversation simulation, response generation.

Image Classifier

Purpose : Identify objects in images.
Tools : Image recognition algorithms.
Features : Object classification, image tagging.

Voice Recognition System

Purpose : Convert speech to text.
Tools : Voice recognition APIs.
Features : Speech-to-text conversion, command recognition.

Recommendation Engine

Purpose : Suggest items based on user data.
Tools : Machine learning models.
Features : Item recommendations, user preferences.
Purpose : Analyze emotions in text.
Features : Emotion detection, text analysis.

Self-Driving Car Simulation

Purpose : Simulate autonomous vehicle navigation.
Tools : Simulation software.
Features : Path planning, obstacle avoidance.

AI-Powered Game Opponent

Purpose : Create an intelligent game opponent.
Tools : Game AI algorithms.
Features : Strategic gameplay, adaptive behavior.

Facial Recognition System

Purpose : Identify individuals by their faces.
Tools : Facial recognition APIs.
Features : Face detection, identification.

Speech Synthesis

Purpose : Convert text into spoken voice.
Tools : Speech synthesis tools.
Features : Text-to-speech conversion, voice modulation.

Language Translation

Purpose : Translate text between languages.
Tools : Translation algorithms.
Features : Language conversion, text translation.

Internet of Things (IoT)

Smart home controller.

Purpose : Control home devices from a phone.
Tools : IoT platforms.
Features : Device management, remote control.

Smart Thermostat

Purpose : Control home temperature automatically.
Tools : Temperature sensors, IoT controllers.
Purpose : Monitor health metrics.
Tools : IoT health sensors.
Features : Activity tracking, health data.

Smart Lighting System

Purpose : Automate home lighting.
Tools : IoT lighting controls.

Connected Doorbell

Purpose : See who is at the door remotely.
Tools : IoT camera, doorbell system.
Features : Video feed, remote notifications.

Smart Garden System

Purpose : Monitor and water plants.
Tools : Soil sensors, IoT controllers.
Features : Moisture detection, automated watering.

Smart Parking System

Purpose : Find and reserve parking spaces.
Tools : Parking sensors, IoT integration.
Features : Space availability, reservation.

Home Security System

Purpose : Monitor home security.
Tools : IoT sensors, cameras.
Features : Intrusion detection, remote alerts.

Health Monitoring Device

Purpose : Track health metrics like heart rate.
Tools : Health sensors, IoT data analysis.
Features : Health tracking, alerts.

Smart Watering System

Purpose : Automatically water plants based on soil moisture.
Features : Automated watering, moisture monitoring.

Human-Computer Interaction

Voice-controlled assistant.

Purpose : Control devices with voice commands.
Features : Voice commands, response system.

Gesture-Based Interface

Purpose : Control applications using hand gestures.
Tools : Gesture recognition technology.
Features : Gesture detection, control functions.
Purpose : Manage home devices with a single app.
Tools : IoT integration, app design.
Features : Device management, user preferences.

Virtual Keyboard

Purpose : Create an on-screen keyboard.
Tools : Touchscreen interfaces.
Features : On-screen typing, customization options.

Interactive Kiosk

Purpose : Provide information via a touch screen.
Tools : Touchscreen technology.
Features : Interactive display, information access.

Augmented Reality Navigation

Purpose : Improve navigation with AR.
Tools : AR technology, GPS.
Features : Real-time directions, interactive maps.

Adaptive User Interface

Purpose : Change UI based on user needs.
Tools : Responsive design techniques.
Features : Dynamic layout, personalized content.

Haptic Feedback Device

Purpose : Provide tactile feedback during interactions.
Tools : Haptic technology.
Features : Vibration feedback, interaction cues.

Emotion Recognition System

Purpose : Detect and respond to user emotions.
Tools : Emotion recognition algorithms.
Features : Emotion detection, adaptive responses.

Assistive Technology

Purpose : Aid users with disabilities.
Tools : Accessibility features.
Features : Voice commands, adaptive interfaces.

Cloud Computing

Cloud storage solution.

Purpose : Store and access files online.
Tools : Cloud storage services.
Features : File upload, access from anywhere.

Web Hosting Platform

Purpose : Host websites on the cloud.
Tools : Cloud hosting services.
Features : Website deployment, scalability.

Serverless Application

Purpose : Run applications without managing servers.
Tools : Serverless frameworks.
Features : Event-driven functions, cloud execution.

Cloud-Based Analytics

Purpose : Analyze data with cloud resources.
Tools : Cloud analytics platforms.
Features : Data analysis, reporting.

API Gateway

Purpose : Manage API requests and security.
Tools : API management services.
Features : Request routing, security.

Cloud Backup System

Purpose : Backup data to the cloud.
Tools : Backup services.
Features : Data backup, recovery.

Virtual Machine Management

Purpose : Manage virtual machines on the cloud.
Tools : Virtualization platforms.
Features : VM creation, resource allocation.

Cloud Collaboration Tool

Purpose : Collaborate on documents online.
Tools : Collaboration platforms.
Features : Document sharing, real-time editing.

Scalable Web Application

Purpose : Build a web app that scales with traffic.
Tools : Cloud services, scalability features.
Features : Load balancing, auto-scaling.

Cloud-Based AI Service

Purpose : Access AI tools on the cloud.
Tools : Cloud AI services.
Features : AI model deployment, data processing.

Cybersecurity

Password strength checker.

Purpose : Evaluate password strength.
Tools : Security algorithms.
Features : Strength assessment, password tips.

Network Intrusion Detection System

Purpose : Detect unauthorized network access.
Tools : Intrusion detection tools.
Features : Threat detection, alerts.

Two-Factor Authentication System

Purpose : Add an extra layer of security.
Tools : Authentication APIs.
Features : 2FA setup, security codes.

Phishing Detection Tool

Purpose : Identify phishing attempts.
Tools : Detection algorithms.
Features : Email analysis, phishing alerts.

Firewall System

Purpose : Protect network from unauthorized access.
Tools : Firewall configurations.
Features : Traffic filtering, security rules.

Malware Scanner

Purpose : Detect and remove malware.
Tools : Antivirus software.
Features : Malware scanning, removal.

Secure File Sharing

Purpose : Share files securely.
Tools : Encryption tools.
Features : File encryption, secure transfer.

Encryption Tool

Purpose : Encrypt sensitive data.
Tools : Encryption algorithms.
Features : Data encryption, decryption.

Vulnerability Scanner

Purpose : Identify security weaknesses.
Tools : Scanning tools.
Features : Vulnerability detection, reporting.

Incident Response System

Purpose : Manage security incidents.
Tools : Response tools.
Features : Incident logging, response plans.

Game Development

2d platformer game.

Purpose : Create a simple 2D game.
Tools : Game development engines.
Features : Level design, player controls.

Puzzle Game

Purpose : Develop a logic-based game.
Tools : Game design tools.
Features : Puzzle levels, scoring system.

Text Adventure Game

Purpose : Create an interactive story game.
Tools : Text-based game engines.
Features : Story choices, branching paths.
Purpose : Develop a basic role-playing game.
Tools : RPG game frameworks.
Features : Character progression, quests.

Endless Runner Game

Purpose : Build an endless runner game.
Tools : Game development libraries.
Features : Endless gameplay, obstacles.
Purpose : Create a maze-solving game.
Tools : Maze generation algorithms.
Features : Maze creation, player movement.
Purpose : Develop a digital card game.
Tools : Card game engines.
Features : Card mechanics, multiplayer.

Space Shooter

Purpose : Create a space-themed shooter game.
Features : Shooting mechanics, space levels.

Simulation Game

Purpose : Develop a game that simulates real-world activities.
Tools : Simulation tools.
Features : Realistic mechanics, player interaction.

Educational Game

Purpose : Design a game with educational value.
Tools : Educational game frameworks.
Features : Learning objectives, engaging gameplay.

Augmented Reality (AR)

Ar navigation app.

Purpose : Provide directions using AR.
Tools : AR development platforms.
Features : Real-time navigation, AR overlays.

AR Furniture App

Purpose : Visualize furniture in a room.
Tools : AR tools.
Features : Furniture placement, room visualization.

AR Educational Tool

Purpose : Enhance learning with AR.
Tools : AR educational platforms.
Features : Interactive lessons, AR content.

AR Gaming App

Purpose : Create an AR-based game.
Tools : AR game engines.
Features : AR gameplay, interactive elements.

AR Art Gallery

Purpose : View art in AR.
Tools : AR visualization tools.
Features : Art display, interactive features.

AR Fitness App

Purpose : Provide fitness guidance using AR.
Tools : AR fitness platforms.
Features : Workout visualization, exercise guidance.

AR Shopping Experience

Purpose : Enhance online shopping with AR.
Tools : AR shopping tools.
Features : Product visualization, virtual try-on.

AR Repair Guide

Purpose : Provide repair instructions using AR.
Tools : AR instructional tools.
Features : Step-by-step guides, AR overlays.

AR Event Experience

Purpose : Enhance events with AR.
Tools : AR event tools.
Features : Event enhancements, interactive content.

AR Travel App

Purpose : Provide travel information in AR.
Tools : AR travel platforms.
Features : Location information, AR guides.

Importance of Capstone Projects in Computer Engineering

Capstone projects in computer engineering are important because:

Real-World Experience

Apply Skills: Solve real problems.
Job-Like Tasks: Work on projects similar to those in the industry.

Skill Development

Improve Skills: Get better at coding and design.
Manage Projects: Learn to plan and run a project.
Teamwork: Work well with others.

Career Preparation

Build Your Portfolio: Create something to show future employers.
Get Ready for Work: Gain useful job experience.

Problem Solving

Find Solutions: Solve complex issues creatively.
Think Critically: Strengthen problem-solving skills.

Networking Opportunities

Meet Experts: Connect with professionals.
Learn Trends: Discover current industry practices.

Key factors to consider when choosing a capstone project

When choosing a capstone project, consider:

Enjoyment: Pick something you like.
Career Fit: Choose a project related to your future job.
Current Skills: Match the project to what you know.
Learning: Find a project that helps you learn.

Project Size

Feasibility: Make sure it’s doable.
Challenge: Pick something that’s challenging but possible.
Tools: Check if you have what you need.
Help: Ensure you have support.
Trends: Choose a project that’s up-to-date.
Impact: Pick something that solves a real problem.

Tips for Choosing a Capstone Project

Here are some tips for choosing a capstone project:

Follow Your Interests

Choose What You Like: Pick a topic you’re excited about.
Career Fit: Make sure it helps with your future job.

Check Your Skills

Match Your Skills: Pick a project that fits what you know.
Learn New Things: Find something that challenges you.

Consider Time and Size

Doable: Make sure it’s possible to complete on time.
Set Goals: Choose a project with clear and realistic goals.

Check Resources

Tools: Ensure you have what you need.
Support: Look for projects where you can get help if needed.

Aim for Impact

Solve Problems: Pick a project that addresses real issues.
Stay Relevant: Choose something that fits current trends.

Examples of Successful Capstone Projects

Here are some examples of successful capstone projects:

AI and Machine Learning

Stock Predictor: A tool that forecasts stock prices.
Chatbot: An AI that helps with customer questions.
Vulnerability Scanner: A tool that finds security issues in websites.
Security App: An app that teaches online safety tips.

App Development

Health App: Tracks fitness and health data.
Task App: Helps manage and organize tasks.

Software Engineering

Project Manager: A tool for tracking and managing projects.
Online Store: A website for shopping with payment options.
Smart Home: Controls home features like lights and security from a phone.
IoT Device: Monitors and controls environmental conditions.

Resources for Further Research And Development

Here are some simple resources for further research and development:

Online Courses

Coursera: Learn about tech topics online.
edX: Free and paid courses from universities.
Udacity: Tech skills and certifications.

Books and Journals

Google Scholar: Find academic papers.
IEEE Xplore: Access engineering research.
Books: Check Amazon or your library.

Forums and Communities

Stack Overflow: Ask and answer tech questions.
Reddit: Join tech discussions in relevant subreddits.
GitHub : Explore and contribute to coding projects.

Conferences and Workshops

Tech Conferences: Attend events for the latest trends.
Workshops: Get hands-on experience.

Blogs and Websites

Medium: Read tech articles and tutorials.
KDnuggets: Data science and AI news.
TechCrunch: Latest tech updates.

Potential Challenges And How to Overcome Them

Here are some common challenges in capstone projects and how to handle them:

Scope Creep

Challenge: The project grows too big.
Solution: Stick to the original plan and manage any changes carefully.

Time Management

Challenge: Completing on time is hard.
Solution: Make a clear schedule and track your progress.

Technical Problems

Challenge: Facing tech issues or gaps in knowledge.
Solution: Break problems into smaller parts, use online help, and test often.

Resource Limitations

Challenge: Limited access to tools or equipment.
Solution: Use what you have efficiently and look for free tools or collaborate with others.

Team Issues

Challenge: Problems with team communication or conflicts.
Solution: Set clear roles and hold regular meetings.

Staying Motivated

Challenge: Keeping up motivation.
Solution: Set small goals, celebrate progress, and remember why the project is important.

Finding Project Mentors or Collaborators

Here’s how to find project mentors or collaborators:

University Resources

Professors: Ask your professors or academic advisors.
Department Contacts: Reach out to your department for recommendations.

Networking Events

Conferences: Attend relevant industry events or conferences.
Meetups: Join local tech or industry meetups to meet potential collaborators.

Online Platforms

LinkedIn: Connect with professionals in your field.
GitHub: Look for contributors in projects similar to yours.

Professional Organizations

Join Groups: Become a member of relevant professional organizations or societies.
Online Forums: Participate in forums related to your field for networking.

Research Publications

Authors: Contact authors of papers or articles related to your project.
Citations: Look at who cites key papers and reach out.

Student Groups and Clubs

University Clubs: Join or contact university clubs related to your field.
Student Organizations: Participate in or seek out student groups with similar interests.

Choosing your capstone project is important. It’s your chance to work on something you care about and prepare for your future job. Pick a project that excites you, like AI, cybersecurity, or app development.

The right project will help you learn and stand out. So, get started, make an impact, and show what you can do!

161+ Best SK Project Ideas and Activities in the Philippines, Etc.

Amazing Maternity Nursing Capstone Odyssey: 189+ Project Avenues

ECE Capstone Projects

Add custom text here or remove it

About the ECE Capstone Course

The Carnegie Mellon University Department of Electrical and Computer Engineering offers an ECE Design Experience course (18-500) every semester. As part of this class, students work in teams to develop interdisciplinary capstone projects over the course of a semester. The students start from a blank slate, developing a problem statement, and iterating through the design process, to build a working project under several real-world constraints.

This site provides links to both completed and ongoing projects, where students can document their entire design process. We will periodically feature some of the most successful and/or interesting projects.

Fall 2024 Capstone Projects

Team A6: Search and Rescue Drone
Team B5: Style Sprout

Spring 2024 Capstone Projects

Team A0: Brailliant
Team A1: Pour-over-and-over
Team A2: HoverRail
Team A3: Bike Buddy
Team A4 - BeatLock
Team A5: Chargin'
Team A6: Aqualotl
Team A7: deciBright
Team A8: Pongpal
Team B0: EchoBudget
Team B1: Homerover
Team B2: SmartStand
Team B3: Music Mirror
Team B5: Guardian
Team B6: EyeSPy
Team B7: Scotty Maps
Team B8: Landhopper
Team C0: CueTips
Team C1: WeARClean
Team C2: TailorBot Room Designer
Team C3: Fast Grocery Checkout
Team C4: maGomoku
Team C5: FPGA-AMP
Team C6: Cameraman
Team C7: Search and Shine
Team C8: BenchSense
Team D0: Nav-Assist
Team D1: Sugar DB
Team D2: SightMate
Team D3: IntelliStorage
Team D4: UNOmatic
Team D5: Sonic Score Saxophonics
Team D6: Analog Optimization
Team D7: EchoSign
Team D8: Traffix
Team E0: Focus Tracker App
Team E1: GiveMeASign
Team E2: NutrientMatch
Team E3: Crisis Critters
Team E4: The Embellisher
Team E5: Sous-Chef
Team E6: TransLingualVisionary
Team E7: IntelliRack
Team E8: TableCast

Fall 2023 Capstone Projects

Team A0: Go Learning Buddy
Team A1: Mouseketool
Team A2: SuperFret
Team A3: N-body
Team A4: DigiBraille
Team A5: FollowMe
Team B0: AutoErasing
Team B1: Circuit Simulpaper
Team B2: Harmony Instruction Tool
Team B3: Scenescribe
Team B4: Taichine
Team B5: Transcriber
Team B6: SoundSync

Spring 2023 Capstone Projects

Team A0: Tactile Chess
Team A1: Multi-room Space Heater Temperature Control
Team A2: CyberJewelry
Team A3: LiftOff
Team A4: TeleTouch
Team A5: Dr. Green
Team A6: Flying Under the Radar
Team A7: Jack of All Trades
Team A8: Sensor Suit
Team B0: No Time to Dine
Team B1: FP(KEY)A
Team B2: Can U Cardio?
Team B3: Mobile Steering
Team B4 : Robotic Trash Concierge
Team B5: LaserDrop
Team B6: Anywhere Piano
Team B7: PetSTAR
Team B8: FireEscape
Team C0: People Counter
Team C1: B.L.I.N.D.S.
Team C2: WiSpider
Team C3: Best Ball
Team C4: PosePal
Team C5: DriveWise
Team C6: Picture This!
Team C7: 8 Ball lifeguard
Team C8: ScentBot
Team D0: KaraoKey
Team D1: The Emperor’s New Instrument
Team D2: Keynetic
Team D3: Meal By Words
Team D4 - Synesthesia
Team D5: Symphony AI
Team D6: The Well of Maxwell
Team D7: accompanyBot
Team D8: Musician's Scribe

Fall 2022 Capstone Projects

Team A0: Crosswalk Guardian
Team A1: FIRE AWAY
Team A2: PARROT (Parallel Asynchronous Robots, Robustly Organizing Trucks)
Team A3: Where is the Barcode?
Team A4: Recycle Queen Robot
Team B0: Seamless Autonotator
Team B1: Aware-ables
Team B2: Talking Piano
Team B3: ScottySeat

Spring 2022 Capstone Projects

Team A0: NeuroController
Team A1: Paymodoro
Team A2- The Bat-Belt
Team A3: FlexDance
Team A4: VR Ping Pong
Team A5: Hit It!
Team A6: Touch TrackIR
Team B0: Where's the Milk?
Team B1: Nature Photography Robot
Team B2: DrawBuddy
Team B3: FreshEyes
Team B4: Ride-ar
Team B5: KBBQ for KBBeginners
Team B6: Food Tracker
Team C0: CodeSwitch
Team C1: kerby
Team C2: LearNet
Team C3: Smart Traffic Camera
Team C4: CryptoHash
Team C5: Smart Parking Lot with Monitoring and Automated Vehicle Guidance
Team C6: Proj^2
Team D0: Accessibility Pi/O
Team D1: Is Mayonnaise an Instrument?
Team D2: PROGNOSTICATOR-6
Team D3: WoodwindMania
Team D4: My-Flection
Team D5: W.R.I.S.T.
Team D6: EyeHear
Team E0: To the 60's and Back
Team E1: FPGA Accelerated Fluid Simulation
Team E2: SAR
Team E4: Occupancy Monkey
Team E5: ASL Learning Platform
Team E6: waitr

Fall 2021 Capstone Projects

Team A0: D.R.O.P.
Team A1: FPGA-Assisted Verification
Team A2: Virtual Whiteboard
Team A3: FreeSeats
Team A4: ShelfBuddy
Team A5: TracKat
Team B0: Real Time Video Upscaling
Team B1: Ultimate Chess
Team B2: Lights Out
Team B3: BikewardsView
Team B4: Gesture Glove

Spring 2021 Capstone Projects

Team B0 : Autonomous Debris Collector
Team B2: Smart-Wardrobe
Team B3: FarmFresh
Team B4: Chess Teacher
Team B5: Work it
Team B6: AutoVot
Team B7: CarMa
Team B8 - Smart Mirror
Team B9: Hawkeye
Team C0: Backpack Buddy
Team C1: FP-GAme
Team C2: WiFi Localization
Team C3: Magic Mice
Team C4: HoloPyramid
Team C5 - AR FruitNinja 🍉
Team C6: Bin There Dump That
Team C8: Whiteboard Pal
Team C9: GrubTub
Team D0: BARI (Bluetooth Audio Rejiggering Instrument)
Team D1: SharpCam
Team D2: xWalk
Team D3 SmolKat: A Smart Kitchen Assistant
Team D4: Travelling Mind
Team D5: Acapella
Team D6: StenoPhone
Team D7: Pitch Perfect
Team D8: conFFTi
Team E0: Tartan's Gambit
Team E1: Drivaid
Team E2: Barista Bros
Team E3: Graduating Gardeners
Team E4: Automatic Gentleman
Team E5: Hot Pot Bot
Team E6: SHTTL <Xander L, Manny H, Joanna W>
Team E7: PokerCam
Team E8: Smart Poker Table
Team E9: Espresso Overflow
Team B1: FocusED

Fall 2020 Capstone Projects

Team A0: Falcon: the Pro Gym Assistant (FPGA)
Team A1: BLOKUS
F20 TEAM A2
Team A4: Fmpga
Team A6 : Thermonitor
Team B1: ChaseMe Alarm Clock
iRecruit | Team B2
Team B4: Smart Library
ASL Interpreter
MiGroBox: A 3D Printer For Greens

Spring 2020 Capstone Projects

A0 - AutoPuzzlr
Team A1: Cooperative vs Non-cooperative Autonomous Driving
Project Belka
Team A6: Edge Computing For Smart Home Devices
Team A7: Scalable Machine Learning Using FPGAs
Team B0: KATbot
Team B1: Asterism
RIP: Robotic Indoor Plotting
Team B3: 2D23D
Team B4 : That's So Fetch
Team B5: Codeblox
Real Time Localization System for Sports
Team B7: Resisthor
Team C1: Tetris: a Frame Perfect Game Adventure
Team E0: Sonicam
Team E1: 3D Printing Error Detection System
Caprice (Team E3)
Team E4: Run With It
Team E6, Carnegie Mellon ECE Capstone, Spring 2020
Team E7: Body Buddy
Team F0: *wave* Google
Team F2: Cookiebot, A Gesture Based Home Robot
Team F3: No Face
Team F5: E-MO

The Ohio State University

BuckeyeLink
Search Ohio State

Electrical and Computer Engineering Capstone Design (4900)

The Capstone Sequence is the primary culminating project of your Electrical and Computer Engineering curriculum. Carry out a formal design experience, taking you from design requirements to idea/design generation, through prototyping and testing. The sequence is intended to give you experience in the design process, bringing together and reinforcing the skills you have obtained at Ohio State.

Continue to refine your communication and teamwork skills, while being introduced to concepts in project management, which you will utilize to successfully complete your projects. The courses also touch upon important aspects of real-world engineering practice. You have five choices for your Capstone Sequence: A, B, C, D, or E.

sp2019.graduating.class_.ohiostate.ece_.smaller.jpg

ECE Senior Capstone Sequence Options

Click below to learn more about each capstone option.

Design with Honors Thesis Project

Capstone Design Special

Multidisciplinary Design Capstone

141+ Best Capstone Project Ideas For Computer Science

In the growing world of computer science, selecting the right capstone project can be a pivotal decision for students. A well-chosen project can not only demonstrate your skills but also open doors to exciting opportunities in the tech industry.

To help you make an informed choice, we’ve compiled a comprehensive list of 141+ good capstone project ideas for computer science students, categorized by fields of interest. These ideas encompass a wide range of topics, ensuring there’s something for every computer science enthusiast.

What Is Capstone Project in Computer Science

Table of Contents

A capstone project represents the conclusion of a student’s career. It is often completed during the student’s last year of study. The capstone project displays all you’ve learned and accomplished all semester long. Depending on the discipline and the criteria of the educational institution, capstone projects might take the shape of research articles, software programs, experiments, presentations, or artistic works.

Real-world applicability and significance are what make a capstone project shine. It requires students to work with faculty mentors to apply their theoretical knowledge to real-world situations and develop original solutions. Students may demonstrate their knowledge and skills, get practical experience, and grow from beginners to experts in their profession via this project.

Significance of Capstone Projects

Want to why capstone project ideas are good to make? Let’s know the importance of capstone project ideas for computer science students.

1. Integration of Knowledge

Capstone projects require students to draw upon the knowledge and skills they have acquired throughout their academic journey. This integration of concepts from various courses fosters a holistic understanding of the subject matter.

2. Problem-Solving Skills

Capstone projects often involve tackling complex problems or tasks. This challenges students to develop critical thinking, problem-solving, and decision-making skills, which are highly valuable in any profession.

3. Interdisciplinary Learning

In some cases, capstone projects encourage interdisciplinary collaboration. This exposure to multiple fields can lead to innovative solutions and a broader perspective on the subject matter.

4. Professional Development

Completing a capstone project can boost a student’s confidence and competence. It provides tangible evidence of their abilities, which can be showcased to potential employers or used as a portfolio piece.

5. Real-World Application

The practical value gained through capstone projects is significant. They provide students an opportunity to work on real problems and develop workable solutions, which is invaluable training for their future employment.

How to Choose the Right Capstone Project

Want to know What Are the Three Best Ways to Generate Ideas for A Writing Project and how to choose them? These are the following steps to choose the right capstone project for computer science.

1. Identify Your Interests

Consider your passion and interests within your field of study. A project aligned with your interests will keep you motivated throughout the process.

2. Define Your Goals

With this last project, what do you want to accomplish? Get your academic or professional objectives in the open, and make sure your project serves them.

3. Consult with Faculty

Seek guidance from your professors or mentors. They can provide valuable insights, suggest relevant topics, and help you refine your project idea.

4. Assess Feasibility

Evaluate the feasibility of your project in terms of available resources, time, and scope. Ensure it’s achievable within the constraints of your academic program.

5. Consider Impact

Evaluate the results you want to achieve with your project. How will it help advance your area of study or solve pressing societal issues?

6. Research Existing Work

Review existing literature and projects related to your chosen topic. This will help you identify gaps in knowledge and opportunities for innovation.

7. Plan and Develop

After choosing the best capstone project, you will create a detailed plan outlining the steps, milestones, and resources needed for its successful completion.

8. Seek Feedback

It’s important to get input from instructors, peers, and subject matter experts throughout the project. You may learn a lot from their analyses and suggestions.

9. Stay Committed

Capstone projects often require dedication and perseverance. Stay committed to your project, even when faced with challenges.

141+ Best Capstone Project Ideas For Computer Science Students

Following are the best capstone project ideas for computer science students. It is such as;

Machine Learning and Artificial Intelligence (AI)

Image Recognition for Medical Diagnosis
Predictive Text Generation using GPT-3
Fraud Detection in Financial Transactions
Recommendation System for E-commerce
Autonomous Drone Navigation
Natural Language Processing for Sentiment Analysis
Handwriting Recognition for Language Translation
Autonomous Self-Driving Car Simulation
Speech Recognition for Voice Assistants
Predictive Maintenance for Industrial Equipment

Data Science and Big Data Capstone Project Ideas For Computer Science

Predictive Analytics for the Stock Market
Customer Churn Prediction
Social Media Sentiment Analysis
Healthcare Data Analytics
Data Visualization for Climate Change
Predictive Maintenance in Manufacturing
Recommender System for Streaming Platforms
Predicting Disease Outbreaks with Epidemiological Data
Sports Analytics for Performance Improvement
Financial Fraud Detection Using Big Data
Cybersecurity and Network Security

Capstone Project Ideas For Intrusion Detection System (IDS) Development

Network Traffic Analysis for Anomaly Detection
Secure Password Management System
Biometric Authentication for Access Control
Malware Detection and Analysis
Blockchain-Based Secure Voting System
Secure File Transfer Protocol (SFTP)
IoT Device Security
Privacy-Preserving Data Sharing
Cyber Threat Intelligence Platform
Web Development and Mobile App Development

Best E-commerce Platform Development

Social Networking Application
Online Learning Management System
Healthcare Appointment Booking App
Real-Time Language Translation App
Travel Planning and Booking Website
Virtual Reality (VR) Tourism Experience
Task Management Mobile App
Food Delivery Service App
Cryptocurrency Portfolio Tracker
Computer Vision and Image Processing

Capstone Project Ideas In Object Detection and Tracking

Facial Recognition for Attendance
Augmented Reality (AR) Gaming
Document Scanner with Optical Character Recognition (OCR)
Art Style Transfer
QR Code Generator and Scanner
Gesture Recognition System
License Plate Recognition
Image Stitching for Panoramas
Medical Image Analysis for Disease Detection
Database Systems and Management

Online Grocery Store Database

Library Management System
Patient Record Management
Restaurant Reservation System
Inventory Management Database
Social Media Analytics Database
Customer Relationship Management (CRM) System
Job Search and Recruitment Platform
Online Auction Platform Database
Personal Finance Tracker
Artificial Intelligence and Robotics

Humanoid Robot with Emotion Recognition

Reinforcement Learning for Robot Navigation
AI-powered Chatbot for Customer Support
Robotic Arm Control with Computer Vision
Autonomous Delivery Robot
Smart Home Automation with AI
AI-Powered Music Composer
Speech-Enabled Home Automation
Autonomous Quadcopter Control
AI Dungeon Master for Role-Playing Games
Software Engineering and Development Tools

Version Control System for Distributed Teams Capstone Project Ideas

Code Review and Collaboration Platform
Continuous Integration/Continuous Deployment (CI/CD) Pipeline
Automated Testing Framework
Bug Tracking and Issue Management System
Code Quality Analysis Tool
DevOps Dashboard for Infrastructure Management
Code Optimization Tool
Static Code Analysis for Security
Agile Project Management Tool
Internet of Things (IoT)

Capstone Project Ideas For Smart Home Energy Management

Environmental Monitoring with IoT Sensors
Smart Agriculture System
Wearable Health Monitoring Device
IoT-Based Smart Traffic Management
Smart Water Quality Monitoring
Smart Parking System
Home Automation with Voice Control
IoT-Based Asset Tracking
Industrial IoT for Predictive Maintenance

Game Development Capstone Project Ideas

2D Platformer Game
First-Person Shooter (FPS) Game
Puzzle Adventure Game
Real-Time Strategy (RTS) Game
Virtual Reality (VR) Game
Augmented Reality (AR) Game
Multiplayer Online Battle Arena (MOBA) Game
Racing Game with Physics Simulation
Educational Game for Kids
Roguelike Dungeon Crawler
Natural Language Processing (NLP)

Capstone Project Ideas For Chatbot with Multilingual Support

Sentiment Analysis for Social Media
Language Translation Tool
Text Summarization
Question-Answering System
Language Model Fine-tuning
Named Entity Recognition
Language Generation for Storytelling
Plagiarism Detection
Speech-to-Text and Text-to-Speech Conversion
Cloud Computing and Virtualization

Great Cloud-Based File Storage and Sharing

Virtual Machine Management
Serverless Computing Platform
Cloud-Based Video Streaming Service
Container Orchestration with Kubernetes
Cloud-Native Application Development
Cloud Security Monitoring and Compliance
Cloud Cost Optimization Tool
Disaster Recovery Planning in the Cloud
Cloud-Based Data Warehousing

Human-Computer Interaction (HCI) Capstone Project Ideas

Accessibility Tools for People with Disabilities
Eye-Tracking Interface for Hands-Free Control
Virtual Keyboard for Touchscreen Devices
User Experience (UX) Testing Platform
Gesture-Based User Interface
Brain-Computer Interface for Disabled Users
AR/VR-based Educational Interactive Platform
Voice User Interface (VUI) for Smart Homes
Emotion Recognition in User Interfaces
Natural Language Interface for Software Applications

Blockchain and Cryptocurrency Capstone Projects

Cryptocurrency Wallet Application
Decentralized Finance (DeFi) Platform
Supply Chain Tracking with Blockchain
Digital Identity Verification
Tokenization of Real Assets
Blockchain-Based Voting System
Smart Contracts for Legal Agreements
NFT Marketplace Development
Blockchain for Healthcare Records
Energy Trading Platform with Blockchain
Cryptocurrency Exchange Development

Future of Capstone Projects in Computer Science

Capstone projects become more important as computer science evolves rapidly. These concluding efforts will shape computer science education and tech sector integration in the future. Let’s look forward to computer science capstone projects:

1. Integration of Emerging Technologies

Capstone projects will increasingly involve cutting-edge technologies like AI, blockchain, and quantum computing.

2. Industry Collaboration

Collaboration between academia and industry will play a pivotal role in shaping the future of capstone projects, providing students with real-world challenges and opportunities.

3. Interdisciplinary Focus

Expect a trend toward interdisciplinary capstone projects, addressing complex issues that require expertise from multiple fields.

4. Globalization and Remote Collaboration

Capstone projects will embrace remote collaboration, allowing students to work on international projects and gain diverse perspectives.

5. Emphasis on Ethical AI

Ethical considerations in AI and machine learning will become a central theme in computer science capstone projects.

6. Personalized Learning

Capstone projects will be tailored to individual student interests, fostering a more personalized and engaging educational experience.

7. AI-Powered Project Guidance

AI-driven tools will assist students in selecting, planning, and executing capstone projects, enhancing project success rates.

How To Find Your Passion in Computer Science Projects

here are the headings for the steps to find your passion in computer science projects:

With the Self-Reflection
Explore a Variety of Topics
Practical Experience
Learn Continuously
Seek Inspiration from Others
Experiment and Innovate
Problem Solving and Impact
Feedback and Adaptation
Collaboration and Networking
Stay Informed

Choosing a capstone project is a big step for computer science students. Apply your knowledge and creativity to real-world situations. These many capstone project ideas for computer science students should excite you. Whether you’re interested in AI, web development, cybersecurity, or another sector. Choosing a project that matches your interests and professional ambitions can help you create something amazing.

The capstone project options range from AI and web development to cybersecurity and blockchain , offering something for every computer science enthusiast. Choose a capstone project that matches your hobbies and professional ambitions. These projects might affect your academic career and the future of technology, so embrace the difficulties, seek help, and remain dedicated.

With the appropriate project and perseverance, you’ll graduate with knowledge and a showcase of your abilities and creativity. Enter capstone projects and show off your creativity and technical skills. Your input will shape computer science.

Does computer science have a capstone?

Yes, computer science often includes capstone projects as a culminating experience in many academic programs.

What is a capstone project examples?

Capstone projects come in all shapes and sizes, including research papers, case studies, creative works, internships, and field placement projects.

How do I get ideas for a capstone project?

You can get ideas for a capstone project by exploring your interests, seeking inspiration from coursework, and considering real-world problems in your field of study.

What makes a good college capstone?

The capstone should be a culminating set of personal, academic, and professional experiences.

13 Best Tips To Write An Assignment

Whenever the new semester starts, you will get a lot of assignment writing tasks. Now you enter the new academic…

How To Do Homework Fast – 11 Tips To Do Homework Fast

Homework is one of the most important parts that have to be done by students. It has been around for…

Other ways to search:

Events Calendar
Engage with Us
Faculty/Staff Resources
Funding Opportunities
Accreditation
Strategic Vision

2021 Capstone Projects

To wrap up their undergraduate experience at CU Boulder, computer science students participate in a year-long senior capstone project that gives them a chance to put their skills into practice on real-world projects, as well as to make important professional connections. Software design projects are sponsored by companies, academic units and individuals who volunteer their time to work closely with students throughout the year.

This year, 27 teams completed their software design projects despite the challenges of distance and pandemic. Thank you to all of the students and project sponsors who worked through these uncertain times -- congratulations on a job well done!

We asked each team to put together a video to introduce their team, demo the final product and share about their journey.

Evaluating Internet of Things (IoT) Protocols

Sponsor: BI Inc.
Team Members : Chris Kardaras, Jacob Hans, Nicholas Wentzel

BISON (BI Incorporated Stream Optimization Network)

Team Members : Jared Keefer, Leyen Qian, Tyler Tokumoto, Erik Rhodes, Tianchen Wang

Mobile App - Boulder Apple Tree Project

Sponsor: Boulder Apple Tree Project (Ecology and Evolutionary Biology Department at CU Boulder)
Team Members: Alexander Haynie, Tanner Ball, Shanli Ding, Yang Li, Qihang Mao, Zach Morrissey

Mobile Apps to Reduce Cross-Race Recognition Deficit - CU Psychology

Sponsor: CU Psychology
Team Members : Santillan Alvaro, Guangshi Xu, Liyang Ru, Madison Rivas, Siyu Yao

Digital Marketplace - Festo

Sponsor: Festo
Team Members : Sid Bostwick, Ana Vukojevic, Devin Noth

Identity Graph Insight Tool - FullContact

Sponsor: FullContact
Team Members : Jonathan Bluhm, Joshua Hamel, Liam McCarthy, Valyria McFarland, Neil Borde, Robert Sarno

Automated Ingestion Data System - Gloo

Sponsor: Gloo
Team Members : Cole Sturza, Andrew Gilfillan, Keyuan Huang, Carlos Salazar, Jack Spicer, Rohan Suri, Justin Vuong

Website Redesign - Innovar Group

Sponsor: Innovar Group
Team Members : Kyle Bremont, Gerritt Luoma, Vincent Liu, Jacob Malcy, Jenn Riley, Chad Wireman

Crime Maps - Caliber Public Safety

Sponsor: Caliber Public Safety
Team Members : Kyle Mock, Elijah Berumen, Yinnan Chen,Brendan Ostrom, Luke Soguero, Xingxuan Tang, Casey Tran

Donor Relations - CEAS advancement team

Sponsor: CU Boulder College of Engineering and Applied Science Advancement
Team Members : Nirvan Ashish, Ean Kramer, Max Macaluso, Peter Martin, Frank Stinar

Locomotive training software support - Union Pacific PST

Sponsor: Union Pacific PST
Team Members : Miles McCorkendale, Spencer Koelsch, Ryan Fleury, Ryan Gomez, Ian Meadows, Justin Reiss, Jansen Wenberg

Mobile App - INSIGHTS Intervention

Sponsor: INSIGHTS Intervention
Team Members : Kyran Butler, William Ness, Jessica Sanborn, Ryan Than, Tiffany Phan

Transcript Corpus + Moody's Manuals - Leeds School of Business

Sponsor: Leeds School of Business
Team Members : Royce Schultz, Tianwei Zhao, Chace Trevino, Andrew Yee

Everglades Wargame - Lockheed Martin

Sponsor: Lockheed Martin
Team Members : Allen Fu, Jeff Lucca, Desmond Manthy, Jackson Meyer, Ryan Novak, Ian Peterson, Holden Kjerland-Nicoletti

Data Science Models - Lockheed Martin Space

Sponsor: Lockheed Martin Space
Team Members : James Douthit, Owen Fulton, Jared Gorthy, Brian Jackman, Matt Janc, Brandon Roemer, Karthik Venkatram

Mobile App - MindBeWell

Sponsor: MindBeWell
Team Members : Christian Sousa, Tucker Eckhoff, Liz Parker, Serena Evans-Lutterodt, Sam Goulding, Blythe Waltman, Nate Wilson

Ozone Garden Website - NCAR

Sponsor: NCAR
Team Members : Tyler Devlin, Haley Drexel, Nick Volpe, Sabrina Kavesh, Travis Cochran, Yu Li

Platform - NMBL Strategies

Sponsor: NMBL Strategies
Team Members : Maureen Aubrey, Mike Donovan, Andrew Hack, Ryan Moore, Gerrett Pape

Golang API Logger - Resurface

Sponsor: R esurface.io
Team Members : Chandler Garthwaite, Tim Lenahan, Devin Magnuson, Jiayao Li, Kolin Newby, Kyle Neubarth

First responders reporting tool - Caliber Public Safety

Sponsor: Caliber Public Safety
Team Members : Dylan Sain, Alex Book, Andy Kim, Kevin Ruby, Blake Hampton, Joe Wilson

Machine Learning Evaluative Framework - Terumo Blood and Cell

Sponsor: Terumo BCT: Terumo Blood and Cell Technologies
Team Members : Sean Flood, Simon Koeten, Erik Pohle, Ruijiang Ma

Cloud Crawler - Trimble

Sponsor: Trimble
Team Members : Nasurudin Furi, Colin Craighead, Zachary Teutsch, Obaid Ebadi, Nate Jones

Sounding Climate Data - UCAR

Sponsor: UCAR
Team Members : Mattias Leino, Nick Vomund, Garrett Hempy, Fahad Shaik, Priyanka Karki, Zhaoyi Xie

K-12 EdTech - UR Turn

Sponsor: UR Turn
Team Members : Ziad AlWazzan, Artem Nekrasov, Adam Bender, Bhawana Karn, Darrien Lee, Ryan McGarvey, Wayne Wood

Parallel SPICE Implementation - NASA JPL

Sponsor: NASA
Team Members : Austin Albert, Willie Chew, Joel Courtney, Joseph Ledesma, Nicholas LaMonica, Matthew Cohen, Sahib Bajwa

Factory Automation Solutions - Festo

Team Members : JC Abrahamson, Taylor Ellis, Tim Euken, Jack Holland, Emily Millican, Bryn Sorli

Infrastructure and Radio Transcription - Digiclips

Sponsor: Digiclips
Team Members : Aiden Anderson, Jordan Hernandez, Trevor Jedziniak, Alexander Louie, Ahman Pasha, Drake Rutherford, Muntaha Woods

IEEE Account

Change Username/Password
Update Address

Purchase Details

Payment Options
Order History
View Purchased Documents

Profile Information

Communications Preferences
Profession and Education
Technical Interests
US & Canada: +1 800 678 4333
Worldwide: +1 732 981 0060
Contact & Support
About IEEE Xplore
Accessibility
Terms of Use
Nondiscrimination Policy
Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. © Copyright 2024 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.

Welcome to UC Santa Cruz
Introducing UC Santa Cruz
Academic Programs
Arts Division
Humanities Division
Physical and Biological Sciences Division

Applied Mathematics

Biomolecular Engineering
Computational Media

Computer Science and Engineering

Electrical engineering b.s..

Robotics Engineering B.S.
Electrical Engineering Minor
Assistive Technology Minor
Bioelectronics and Biophotonics Minor
Electrical and Computer Engineering Contiguous BachelorsMasters Pathway
Electrical and Computer Engineering M.S.
Electrical and Computer Engineering Ph.D.
Robotics and Control Designated Emphasis
Technology and Information Management
Social Sciences Division
The Colleges
Physical Education
Undergraduate Information
Graduate Information
Resources, Residency, and Policies
Teaching and Administrative Staff
Academic Calendar
Catalog Home
All Catalogs

2024-2025 UCSC General Catalog > Academic Units > Baskin Engineering > Electrical and Computer Engineering > Electrical Engineering B.S.

Information and Policies

Introduction.

The electrical engineering B.S. program is accredited by the Engineering Accreditation Commission of ABET, https://www.abet.org .

Students can pursue either of two concentrations, Electronics/Optics or Communications, Signals and Systems.

Program Learning Outcomes

Program Educational Objectives:

Program Educational Objectives (PEOs) are based on the needs of the Electrical Engineering program constituents. They describe what graduates are expected to attain within a few years after graduation.

The PEOs for the Electrical Engineering program at the University of California, Santa Cruz, are as follows:

Advanced Learning and Professional Development: Achieve a high quality, professional approach to engineering through a desire for advanced education, lifelong learning and participation in the professional engineering community.
Adaptation to Technological Change: Enjoy a successful professional career in a world with rapid technological change by having a sound foundation in the fundamental electrical engineering theory, design and basic science upon which future technology will be based.
Skills for Initial and Continued Employment Success: Demonstrate job-relevant electrical engineering skills through theoretical and practical competence in hardware, software, and programming aspects of electrical engineering, as well as independence in thought and action.
Leadership, Teamwork and Entrepreneurial Skills: Achieve a high level of individual creativity for personal achievement as well as the interpersonal, communications and responsibility skills for creating an effective team project environment, including an ability to apply engineering competence in both research and product oriented settings.
Ethics and Societal Issues: Practice a high standard of professional ethics and have a positive impact on the social and environmental aspects of engineering design and implementation.

Student Outcomes:

Upon graduation, students completing the Electrical Engineering B.S. program shall have an ability to:

identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics;

apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors;

communicate effectively with a range of audiences;

recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts;

function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives;

develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions; and

acquire and apply new knowledge as needed, using appropriate learning strategies.

Academic Advising for the Program

The Baskin Engineering undergraduate advising office offers general advising for prospective and declared undergraduates majoring in Baskin Engineering programs. The office handles major declarations, transfer credits, course substitutions, articulations, and degree certifications.

Transfer students should also refer to the Transfer Information and Policy section.

Baskin Engineering Building, Room 225 [email protected] (831) 459-5840

Getting Started in the Major: Frosh

For the first two years, all electrical engineering students are expected to take a basic set of lower-division mathematics, physical science, and engineering courses. After the first two years, electrical engineering students focus on topics within the discipline and specialize in one of two options: electronics/optics, including digital and analog circuits and devices, VLSI design, optoelectronics, electromagnetics, power engineering, and biomedical device engineering; or communications, signals, systems, and control, including optical, wireless communication, signal and image processing, networks signal processing, instrumentation, and control.

This major is highly course intensive and sequential; students who intend to pursue this major must begin taking classes for the major in their first quarter at UC Santa Cruz.

Math placement is required for one or more of the foundational courses for this major. For more information, please review the Math Placement website .

Transfer Information and Policy

Transfer students who want to pursue the electrical engineering major, must have applied and been admitted to UC Santa Cruz as a proposed electrical engineering major.

Transfer Admission Screening Policy

The following Transfer Screening policy takes effect in fall 2024 and will be mandatory for all transfer students entering UC Santa Cruz fall 2026 and later. Transfer students entering UCSC prior to fall 2026 are encouraged to complete these requirements, but will still be considered for admission if they fulfill the 2023-2024 admissions screening requirements.

Time to degree completion varies based on coursework completed prior to transfer. Students are strongly encouraged to complete all equivalent coursework available to them before transferring.

Please refer to the sample plans in the Requirements and Planners section. In most cases, students are not able to complete more than two upper-division classes per term. Contact the BE Advising office if you have questions regarding how long it will take to complete the degree requirements.

The following courses or their equivalents, are required prior to transfer by the end of spring term for students planning to enter in the fall.

First-year calculus

	Calculus for Science, Engineering, and Mathematics	5
	Calculus for Science, Engineering, and Mathematics	5

Linear algebra

	Mathematical Methods for Engineers I	5
	Linear Algebra	5

Differential equations

	Mathematical Methods for Engineers II	5
	Ordinary Differential Equations	5

Calculus-based physics

A year of calculus-based physics courses accepted as equivalent to:

	Introduction to Physics I	5
	Introduction to Physics I Laboratory	1
	Introduction to Physics II	5
	Introduction to Physics II Laboratory	1
	Introduction to Physics III	5
	Introduction to Physics Laboratory III	1

Cumulative GPA

A minimum GPA of 2.8 must be obtained in the courses listed above.

Beginning fall of 2026, CSE 12 or an equivalent will be required prior to transfer.

Computer systems

Computer Systems and Assembly Language and Lab

Additionally

In addition, the following courses are recommended prior to transfer

	Vector Calculus	5
	Introduction to Physics IV	5
	Vector Calculus	5
	Introduction to Electronic Circuits	5
	Introduction to Electronic Circuits Laboratory	2

Also, MATH 23A , MATH 23B , ECE 13 , ECE 101 / ECE 101L , ECE 171 / ECE 171L , STAT 131 and many general education requirements may be offered by UC Santa Cruz Summer Session and taken prior to starting the first fall quarter at UCSC.

General Education Options

Prospective students are encouraged to prioritize required and recommended major preparation prior to transfer, and may additionally complete courses that articulate to UC Santa Cruz general education requirements as time allows.

Getting Started in the Major: Transfer Students

Transfer students should declare their major in their first quarter at UC Santa Cruz. Instructions for declaring a major in Baskin Engineering are on the Declare Your Major page .

Major Qualification Policy and Declaration Process

Major qualification.

Transfer students should refer to the Transfer Admission Screening requirements.

Admission to the electrical engineering major is selective. In order to be admitted into the electrical engineering major students must be listed as a proposed major within Baskin Engineering, and complete all the courses listed below with a GPA of 2.8 or better.

Please refer to the Baskin Engineering "Proposed Major Retention" and its "Declaring a Baskin Engineering Major" sections in the catalog or Baskin Engineering's information on declaring a major for more information.

Both of the following:

Plus one of the following courses:, plus all the following courses:, and this course:.

Modern Electronic Technology and How It Works

ECE 80T is waived for transfer students, though the course is still recommended.

Note: Students seeking to change their current major to the electrical engineering B.S. in their seventh through ninth quarters who have completed all of the lower-division major requirements, and have completed the four or more of the following upper-division classes and associated labs with a cumulative GPA of at least 2.50 by their ninth quarter will also be admitted: ECE 101 / ECE 101L , ECE 102 / ECE 102L , ECE 103 / ECE 103L , ECE135/ ECE 135L , ECE151, ECE171/ ECE 171L , STAT 131 or CSE 107 , CSE 100 / CSE 100L .

Appeal Process

Students who are informed that they are not eligible to declare may appeal this decision by submitting a letter to the undergraduate director within 15 days from the date the notification was mailed. Within 15 days of receipt of the appeal, the department will notify the student, the college, and the Office of the Registrar of the decision.

If you have further questions concerning the appeal process, please contact the Undergraduate Advising Office at (831) 459-5840 or email [email protected] .

More information regarding the appeal process can be found on the Baskin Engineering Major Declaration Appeal Process page .

How to Declare a Major

Petition to declare your major as soon as you have met qualification requirements and/or reach your declaration deadline quarter, whichever comes first.

Major Declaration consists of four steps:

Step 1- Log into MyUCSC and submit the Petition for Major/Minor via MyUCSC as soon as you have met major qualification requirements and/or reach your declaration deadline quarter, whichever comes first.

Step 2- After submitting the Petition for Major/Minor via MyUCSC it can take up to 10 business days to receive a response. The response will be an email from our office indicating that your petition has been processed and informing you of your next steps. At this point, you will either be given information regarding next steps for Major Declaration OR next steps for the Major Declaration Appeal process .

Step 3- Students who meet their major qualification requirements to declare will be added to a Canvas course. The Canvas course consists of several modules with information about campus and major policies, major requirements, as well as academic planning guidance. Students will be expected to score a 100% on a short quiz, checking for understanding of this information before their major declaration will be processed.

Step 4- The Baskin Engineering Undergraduate Advising office will review which students have completed the Final Major Declaration quiz with 100% and have submitted an academic plan every Wednesday. If you have completed both items, your major declaration will be processed within a week from that Wednesday and any associated major declaration holds will be lifted.

To see if your major has been officially declared: You can go to your MyUCSC Student Center and click on “Student Advising Summary".

On the Career/Program/Plan tab, you will see the field "Declared Major:" and your major will be listed.

If your major declaration has not been entered yet, you will see the field "Proposed Major:" with your proposed major listed.

Detailed instructions for declaring a major in Baskin Engineering are on the BE Undergraduate Advising Declare your Major page .

Letter Grade Policy

The Electrical and Computer Engineering Department requires letter grading for all courses applied toward the Electrical Engineering Bachelor of Science (B.S.) degree.

Course Substitution Policy

Please refer to the Substitutions for Courses Taken at UCSC and Course Equivalencies and Substitutions Taken at an Outside Institution sections of the Baskin Engineering page of the catalog for the policy regarding course substitutions.

Study Abroad

Four-Year Institutions and the UC Education Abroad Program (UCEAP)

Students who intend to take a course at a four-year institution or UC Education Abroad, must submit a Course Substitution Petition to the BE Undergraduate Advising Office to have the course reviewed for equivalency. Courses that need to be reviewed must be accompanied by a course description and syllabus.

It is very helpful if students can provide further evidence of course content, such as examples of programming assignments, homework, or examinations.

To guarantee equivalency, departments may sometimes require a grade of B or better. If the course is approved for equivalency, then the student must also receive approval by their major department PRIOR to taking the class. Forms and procedures for approval can be obtained from and submitted to the BE Undergraduate Advising Office.

Electrical engineering majors are considered for “Honors in the Major” and “Highest Honors in the Major” based on the GPA and on results of undergraduate research and other significant contributions to Baskin Engineering. Students with a GPA of 3.7 or higher receive highest honors. Students with a GPA of 3.3 or higher but less than 3.7, receive honors. A student meeting the GPA requirement for highest honors or honors may not receive honors if a student has been found guilty of academic misconduct. Students with particularly significant accomplishments in undergraduate research or contributions to Baskin Engineering may be considered with a lower GPA. Electrical engineering juniors and seniors may also be eligible for election to the UC Santa Cruz chapter of Tau Beta Pi, the national engineering honor society founded in 1885.

Materials Fee and Miscellaneous Fees

Please see the section on fees under Baskin Engineering .

Requirements and Planners

Course requirements (all concentrations), lower-division courses.

Students gain a solid foundation in calculus, engineering mathematics, physics, computer science, and computer engineering during their first two years. Majors must complete the following 13 lower-division courses (including corresponding laboratories). These courses form part of the prerequisite sequence and should be completed during the first two years at UC Santa Cruz. The requirements are rigorous; students must be prepared to begin these courses early in their studies.

Electrical and Computer Engineering

This course is waived for transfer students.

All of the following courses:

	Computer Systems and Assembly Language and Lab	7
	Computer Systems and C Programming	7

Mathematics

Take the following courses:, plus one of the following options:.

	Either these courses
	Vector Calculus	5
	Vector Calculus	5
	or these courses
	Multivariate Calculus for Engineers	5
	Mathematical Methods for Engineers	5

One of the following

Plus one of the following

All of the following:

	Introduction to Physics I	5
	Introduction to Physics I Laboratory	1
	Introduction to Physics II	5
	Introduction to Physics II Laboratory	1
	Introduction to Physics III	5
	Introduction to Physics Laboratory III	1
	Introduction to Physics IV	5

Upper-Division Courses

Fifteen upper-division courses along with associated 1- or 2-credit laboratories are required for the major. The course requirements include both depth and breadth, technical writing, and a comprehensive capstone design project.

All students are required to take the following eight upper-division courses, with associated laboratories.

	Introduction to Electronic Circuits	5
	Introduction to Electronic Circuits Laboratory	2
	Properties of Materials	5
	Properties of Materials Laboratory	2
	Signals and Systems	5
	Signals and Systems Laboratory	2
	Electromagnetic Fields and Waves	5
	Electromagnetic Fields and Waves Laboratory	2
	Communications Systems	5
	Analog Electronics	5
	Analog Electronics Laboratory	2

	Logic Design	5
	Logic Design Laboratory	2

	Probability and Statistics for Engineers	5
	Introduction to Probability Theory	5

Lecture/lab combinations count as one course.

In addition to completing the courses required for both concentrations, electrical engineering majors must complete four elective courses chosen from the lists below. Students pursuing the Electronics/Optics concentration must choose at least three courses from the Electronics/Optics courses listed below. Students pursuing the Communications, Signals and Systems concentration must choose at least three courses from the Communication and Signals courses listed below.

Certain graduate-level courses as well as those courses taught in conjunction with graduate courses may also be used to fulfill an elective requirement as listed below. No course may be counted twice.

ECE 183 can be taken as an elective course with an approval of the undergraduate director.

Design Elective: One of the four concentration courses chosen must include at least one of the following design electives ECE 118 , ECE 157 & ECE 157L , ECE 121 , and ECE 173 . This course must be taken before the first capstone course ECE 129A .

Electronics/Optics Concentration Courses

	Bioelectronics	5
	Introduction to Solid Mechanics	5
	Introduction to Mechatronics	10
	Microcontroller System Design	7
	Introduction to Optoelectronics and Photonics	5
	Introduction to Optoelectronics Laboratory	1
	Engineering Electromagnetics	5
	Feedback Control Systems	5
	Estimation and Introduction to Control of Stochastic Processes	5
	RF Hardware Design	5
	RF Hardware Design Laboratory	2
	Introduction to Small-Scale UAV Theory and Practice	7
	Sensing and Sensor Technologies	7
	Advanced Analog Circuits	5
	High-Speed Digital Design	7
	Energy Generation and Control	5
	Energy Generation and Control Laboratory	2
	Energy Conservation and Control	5
	Energy Conversion and Control Laboratory	2
	Power Electronics	5
	Power Electronics Laboratory	2
	Device Electronics	5
	Advanced Renewable Energy Sources, Storage, and Smart Grids	5
	Special Topics in Electrical Engineering	5
	Introduction to the US Electricity Industry	5
	Field Study	5
	Individual Study or Research	5
	Introduction to Nanotechnology	5
	Nanocharacterization of Materials	5
	Models of Robotic Manipulation	5
	Advanced Analog Integrated Circuits	5
	Optical Fiber Communication	5
	Optical Electronics	5
	Introduction to Feedback Control Systems	5
	Applied Feedback Control	5
	Estimation and Introduction to Control of Stochastic Processes	5
	Energy Market, Policy, and Modeling	5

Lecture/lab combinations count as one course. Each of the ECE 183 , ECE 193 , and ECE 198 courses can be taken only once as an elective course.

[( ECE 130 and ECE 230 ), ( ECE 141 and ECE 241 ), and ( ECE 172 and ECE 221 ) are undergraduate and graduate courses, and from each pair of classes only one can be taken for this program.]

Communications, Signals, Systems Concentration Courses

	Introduction to Mechatronics	10
	Microcontroller System Design	7
	Introduction to Optoelectronics and Photonics	5
	Introduction to Optoelectronics Laboratory	1
	Engineering Electromagnetics	5
	Feedback Control Systems	5
	Estimation and Introduction to Control of Stochastic Processes	5
	Introduction to Wireless Communications	5
	Digital Signal Processing	5
	RF Hardware Design	5
	RF Hardware Design Laboratory	2
	Introduction to Small-Scale UAV Theory and Practice	7
	High-Speed Digital Design	7
	Special Topics in Electrical Engineering	5
	Field Study	5
	Individual Study or Research	5
	Optical Fiber Communication	5
	Models of Robotic Manipulation	5
	Image Processing and Reconstruction	5
	Introduction to Feedback Control Systems	5
	Applied Feedback Control	5
	System Identification	5
	Digital Control	5
	Estimation and Introduction to Control of Stochastic Processes	5
	Digital Signal Processing	5
	Principles of Digital Communications	5
	Wireless Communications	5
	Introduction to Information Theory	5
	Error Control Coding	5
	Statistical Signal Processing	5

Introduction to Computer Networks

Lecture/lab combinations count as one course. Each of the ECE 183 , ECE 193 and ECE 198 courses can be taken only once as an elective course.

[( ECE 130 and ECE 230 ), ( ECE 152 and ECE 252 ), ( ECE 141 and ECE 241 ), and ( ECE 153 and ECE 250 ) are undergraduate and graduate courses, and from each pair of classes only one can be taken for this program.]

The senior-year curriculum enables students to pursue independent study with a faculty member. Electrical engineering students are encouraged to take advantage of the opportunity to work within a faculty member’s research group as part of their educational experience. Internship programs with local industry are also available.

Disciplinary Communication (DC) Requirement

Students in all majors must satisfy that major's upper-division Disciplinary Communication (DC) requirement. The DC requirement is satisfied by completing the senior capstone course sequence:

Either these three courses:

	Capstone Project I	5
	Capstone Project II	5
	Capstone Project III	5

Or these two courses:

	Capstone Project I	5
	Senior Thesis Research	5
	Senior Thesis Research	5

10 credits for the senior thesis course, ECE-195 "> ECE 195 , must be completed for this option.

Comprehensive Requirement

The senior comprehensive requirement for electrical engineering majors is in two parts: a project course and assessment options.

Project Course

These senior-level courses encompass an in-depth project, including analysis, design, testing, and documentation, requiring students to call upon knowledge acquired throughout their undergraduate studies. Students must complete one capstone design course that spans three quarters. Current course choices include the following:

Or complete the following courses:

10 credits for the senior thesis course, ECE 195 , must be completed for this option.

Outcomes Assessment Options

The Electrical and Computer Engineering Department requires an outcomes assessment. All students are required to complete an exit survey and meet with a faculty member for an exit interview. The specifics of the outcomes assessment may change from year to year; for this catalog year, students must also complete one of the following options:

maintenance of a 2.5 grade point average in all required and elective courses for the major; or
senior thesis submission; or
portfolio review.

Portfolios must include the following:

project report(s)
a one- or two-page overview of the student’s contribution to the project(s);
a two-page essay concerning the relationship of engineering to society (specific topics will be provided by the Electrical and Computer Engineering Department).

The portfolios must be submitted electronically at least seven days before the end of the instruction in the quarter of graduation. Portfolios will not be returned.

The tables below are for informational purposes and do not reflect all university, general education, and credit requirements. See Undergraduate Graduation Requirements for more information.

The following is a sample academic plan for incoming first-year students. Students who are unable to follow this planner should consult with ECE advisors for alternatives. Transfer students should seek advisement as their plans will vary depending on their lower-division courses.

Plan for Entering Frosh

	Fall	Winter	Spring
Entering				Summer Edge (optional)
				or test-out
				MATH placement exam
1st year
		&
	College 1		&
2nd year	&	&		Recommended Option: &
	or		&
		**
3rd year	&	Design Elective or Elective 1	Design Elective or Elective 2	Internship
	&		or
	(if DE is or )
4th year		or (thesis)	or (thesis)
	&		&
	Elective 3		Elective 4

* Students with no prior programming will take CSE 20 before CSE 12 . Students with a prior programming course, AP credit, or clearing the “ Test-out ” bar will start with CSE 12 .

** WRIT 2 should be taken in or before spring quarter of the second year.

Three of the four electives must be taken in the student’s concentration.

In addition to the specific courses shown in the planner above, a student must complete courses satisfying the CC, ER, IM, TA and PE general education requirements.

Plan for Junior Transfer Students with completion of screening requirements for admission

	Fall	Winter	Spring
2nd year				Summer Edge (optional)
				MATH recommended
				or test-out if no prior programming
3rd year	&	& CSE100L	& ECE103L	Recommended Option: &

	AM30 or
4th year	&	Design Elective or Elective 1	Design Elective or Elective 2
	&		Elective 3
	(if DE is or 173)
5th year		or (thesis)	ECE129C or ECE195 (thesis)
		Elective 4	&
	or

Plan for Junior Transfer Students with completion of all recommended coursework prior to transfer

	Fall	Winter	Spring
2nd year				Summer Edge (optional)

				&
3rd year	&	Design Elective or Elective 1	Design Elective or Elective 2
		&	&
	(if DE is or 173)
4th year		or (thesis)	or (thesis)
	&		&

5th year	Elective 3
5th year	Elective 4

Curriculum charts for all BE majors are available at the Baskin Engineering undergraduate advising Major Curriculum Charts page .

Additional information about this program can be found on the department’s website .

IMAGES

150+ Best final year projects for computer science
Top 200+ Creative Capstone Project Ideas For Students (2022)
Computer Science
Senior Capstone Projects
Capstone Project Topics for Computer Engineering
55 Capstone Project Topics for Computer Engineering Diploma

VIDEO

Computer Engineering Capstone Thesis Project
UGA Engineering Capstone Design Program
PLP Engineering Capstone Presentations 2024
UTS Faculty of Engineering and IT
Ultasonic sensor-based navigation of the X80 Robot: A Harmonic Potential Approach
Advanced Manufacturing Capstone Project Expo 2023

COMMENTS

Senior Capstone Projects
ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the student's undergraduate education ...
Senior design projects in Electrical and Computer Engineering
The Senior Design Project provides a capstone experience for undergraduate students in the Department of Electrical and Computer Engineering. Students work in teams of 3-4 students in this year long course sequence to design and prototype a system of their choice.
55 Capstone Project Topics for Computer Engineering Diploma
Automated Home Garden. Automated Home Garden is one of the well-known capstone project topics for computer engineering diploma. Build an automated garden system that monitors soil moisture, controls irrigation, and provides real-time data and care instructions to home gardeners. 13. Gesture Recognition Interface.
Top 111+ Capstone Project Ideas in Computer Science for Students
Here is the list of the top 111+ most amazing capstone project ideas for computer science, please take a look: Artificial Intelligence and Machine Learning. Make a talking computer friend using words. Suggest movies, books, or music you might like. Figure out if people are happy or sad in their messages.
21 Capstone Project Topics for Computer Engineering Diploma
List of Best Capstone Project Topics for Computer Engineering Diploma. 1. IoT-Based Home Automation System. Design and implement a smart home system that enables users to control appliances and ...
ECE 188 Senior Capstone Projects
The Capstone Project three-course series gives Electrical and Computer Engineering students the opportunity to put their education into practice. Students, working in small teams, design, build, and present a challenging engineering design project. The design challenges, of which each team selects one to tackle, are proposed and supported by ...
129+ Best Capstone Project Ideas for Computer Engineering
A capstone project in computer engineering is a final assignment where you apply your skills to a real-world problem. Here's what it involves: Practical Application. Real Tasks: Work on projects like software, hardware, or systems. Industry Focus: Solve problems that are relevant to current trends.
ECE Capstone Projects
The Carnegie Mellon University Department of Electrical and Computer Engineering offers an ECE Design Experience course (18-500) every semester. As part of this class, students work in teams to develop interdisciplinary capstone projects over the course of a semester. The students start from a blank slate, developing a problem statement, and ...
Electrical and Computer Engineering Capstone Design (4900)
The Capstone Sequence is the primary culminating project of your Electrical and Computer Engineering curriculum. Carry out a formal design experience, taking you from design requirements to idea/design generation, through prototyping and testing. The sequence is intended to give you experience in the design process, bringing together and ...
Computer Science Capstone Projects
Computer Science Capstone Projects
Senior Capstone Design Expo
Senior Capstone Design focuses on gaining design experience in team-oriented projects involving one discipline or interweaving of multiple areas in electrical and computer engineering. Students work in teams to design unique and innovative product prototypes, demonstrating how technical knowledge can enable their imaginations. In addition, to ...
UCSB Computer Engineering Capstone
Computer Engineering Capstone Projects Instructor: Dr. Yoga Isukapalli ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students at UC Santa Barbara design and implement an embedded computer system. Working in small groups of three to five, the teams draw on the strengths of each member, and ...
141+ Best Capstone Project Ideas For Computer Science
4. Professional Development. Completing a capstone project can boost a student's confidence and competence. It provides tangible evidence of their abilities, which can be showcased to potential employers or used as a portfolio piece. 5. Real-World Application. The practical value gained through capstone projects is significant.
Capstone
Employers characterize Michigan Tech students as being ready "to hit the ground running.". Be prepared to put your best foot forward with the help of the Department of Electrical and Computer Engineering's Capstone program. One to two semesters before graduation, each student is required to complete a Capstone project, which can be ...
Spring 2022 Cohort Projects
Capstone Projects; Capstone Design Conference; Faculty & Staff; Sponsor a Project; Location. Dept. of Electrical & Computer Engineering Engineering Building 1, Room N308 4226 Martin Luther King Boulevard Houston, TX 77204-4005 Phone: 713-743-4400 Fax: 713-743-4444 Department: ece [at] egr.uh.edu (ece[at]egr[dot]uh[dot]edu)
2021 Capstone Projects
2021 Capstone Projects | Computer Science
The Effect of Internships on Computer Science Engineering Capstone Projects
Contribution: Internships designed to provide training and an initial period of contact with industry, prior to a computer science engineering capstone project, have a very positive impact on both industry and academic capstone projects. Background: Internships and capstone projects are widely used to integrate work-related learning in computer engineering curricula. Both activities offer ...
40 Best Capstone Project Ideas for STEM Students: Shaping the Future
Organized Chaos: Keep your space tidy. A clutter-free workspace is like a calm sea—smooth sailing for your project ship. Confidence Showtime: When it's showtime, strut your stuff. Share your journey, the highs, the lows—it's your moment to shine like a rockstar. Executing your Capstone Project is a gig to remember.
Computer Engineering
ECE 189A/B/C is a year-long capstone project course sequence in which Computer Engineering (CE) senior students design and implement an embedded computer system. Working in small groups of four to six, the teams draw on the strengths of each member, and projects are intended to be the culmination of the students' undergraduate education ...
Senior Design
A requirement for graduation, student teams take on year-long capstone projects, putting their problem-solving skills to the test and collaborating to take an idea from concept to design to prototype. On the second Thursday in May, teams present their work to an audience of industry experts, faculty advisors, students, family, and friends of the School of Engineering at the annual Senior ...
University of California Santa Cruz
Electrical and Computer Engineering Baskin Engineering (831) 459-2158 engineering.ucsc.edu. Programs Offered ... and preparation for industrial professional practice through yearlong interdisciplinary team-based capstone projects. Students primarily intending to pursue graduate study research can choose the thesis option instead of the capstone ...
University of California Santa Cruz
The Electrical and Computer Engineering Department requires letter grading for all courses applied toward the Electrical Engineering Bachelor of Science (B.S.) degree. ... required for the major. The course requirements include both depth and breadth, technical writing, and a comprehensive capstone design project. All students are required to ...
Computer Science and Engineering M.S. and Ph.D.
Computer Science and Engineering M.S. and Ph.D.

CS & ECE 189 Senior Capstone Projects

Capstone Sr. Project Presentation Events

CS 189 Course & Projects

ECE 189 Course & Projects

Computer Science 189A/B

Electrical and Computer Engineering 189A/B/C

ECE 189 Capstone 2024 Projects

2024 Best Projects

Senior design projects in Electrical and Computer Engineering

Global footer

55 Capstone Project Topics for Computer Engineering Diploma

What is a Computer Engineering Diploma?

How to Choose the Right Capstone Project Topics and How to Be Inspired?

1. Follow Your Passion

2. Identify a Problem

3. Research

4. Consult Your Advisor

5. Brainstorm

6. Consider Feasibility

7. Seek Feedback

8. Think Interdisciplinary

9. Stay Updated

10. Stay Open-Minded

List of Best Capstone Project Topics for Computer Engineering Diploma

1. Predictive Maintenance for Manufacturing

2. Building a Mobile Banking App

3. Designing a Secure IoT Network

4. Autonomous Robotic Arm for Industrial Applications

5. Relational Database Optimization

6. Natural Language Processing for Sentiment Analysis

7. Smart Home Automation System

8. Machine Learning-Based Stock Price Prediction

9. Cybersecurity for Small Businesses

10. Voice-Controlled Virtual Assistant

11. Network Intrusion Detection System (IDS)

12. Automated Home Garden

13. Gesture Recognition Interface

14. Mobile Health Monitoring App

15. Smart Traffic Management System

16. Cryptocurrency Wallet App

17. Voice-Based Language Translation

18. 3D Printing Prototyping

19. Augmented Reality (AR) Education App

20. E-commerce Recommendation System

Other Capstone Project Topics for Computer Engineering Diploma

Benefits of Using Capstone Project Topics for Computer Engineering Diploma Students

Related Posts

Science Fair Project Ideas For 6th Graders

Java Project Ideas for Beginners

Top 111+ Capstone Project Ideas in Computer Science for Students

Importance of Capstone Projects

111+ Amazing Capstone Project Ideas in Computer Science

How do you choose the right capstone project ideas for you?

Closing Up

What is a capstone project?

Why are capstone projects important?

How do I choose a good capstone project idea?

Recent Posts

ECE 188 Senior Capstone Projects

2024 ECE 188 Senior Project Awards

EE Capstone – Award Winning Video

EE Sr. Project Spotlight: "FusionSense"

Electrical and Computer Engineering 188A/B/C

2024 EE Capstone Projects

2023 EE Capstone Projects

2022 EE Capstone Projects

2021 EE Capstone Projects

Dept. Resources

129+ Best Capstone Project Ideas for Computer Engineering

Capstone Project Ideas for Computer Engineering PDF

Real-World Practice

Skill Growth

Portfolio Boost

Personal Challenge

What is a capstone project in computer engineering?

Practical Application

Integration of Skills

Problem-Solving

Project Work

Capstone Project Ideas for Computer Enginneering