MATLAB Project Ideas

Explore innovative MATLAB project ideas across AI, Robotics, Control Systems, and more. Perfect for students, researchers, and professionals.

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Matlab Projects
Classify Object Behavior for Vehicle Safety
Classify Object Behavior for Vehicle Safety

Enhance autonomous vehicle safety through object behavior classification using MATLAB's Deep Learning Toolbox. This project implements CNN-LSTM hybrid networks to predict pedestrian and vehicle trajectories from camera/LiDAR data. The tutorial covers anomaly detection in traf...

vehicle safety MATLAB AI
Traffic Light Negotiation for Autonomous Vehicles.
Traffic Light Negotiation for Autonomous Vehicles.

Create traffic light negotiation systems for autonomous vehicles using MATLAB's Automated Driving Toolbox. This project develops perception algorithms to detect, classify, and respond to traffic signals in real-world scenarios. The tutorial covers color/shape recognition, sta...

autonomous vehicles MATLAB computer vision
Snake-like Robot Modeling and Navigation
Snake-like Robot Modeling and Navigation

Model and control bio-inspired snake-like robots using MATLAB's Robotics System Toolbox. This project implements serpentine locomotion algorithms for confined space navigation and obstacle traversal. The tutorial covers kinematic chain modeling, gait pattern optimization, and...

snake robot MATLAB robotics
Coastline Prediction using Climate Models
Coastline Prediction using Climate Models

Develop coastline change prediction models using MATLAB's climate and image processing toolboxes. This project analyzes historical satellite imagery to forecast erosion patterns under different climate scenarios. The tutorial covers shoreline detection algorithms, multivariat...

coastline prediction MATLAB geoscience
Energy-Optimal Trajectory Planning for Drones
Energy-Optimal Trajectory Planning for Drones

Develop energy-aware trajectory planning for quadrotor drones using MATLAB's Robotics System Toolbox. This project implements model predictive control accounting for dynamic constraints, wind disturbances, and battery characteristics to generate optimal 3D flight paths. The t...

drone path planning MATLAB robotics
Top Quark Detection with Deep Learning
Top Quark Detection with Deep Learning

This advanced MATLAB project applies deep learning to analyze CERN LHC data for top quark detection. We implement a hybrid approach combining CNNs for calorimeter image analysis with boosted decision trees for jet feature processing. The tutorial covers high-energy physics concept...

top quark MATLAB big data
Music Composition with Deep Learning
Music Composition with Deep Learning

Discover AI-powered music composition using MATLAB's LSTM networks. This project provides a complete framework for algorithmic composition, from MIDI dataset preprocessing to original melody generation. Implement a sequence-to-sequence model that learns musical patterns from ...

AI music MATLAB LSTM
Deep Image Prior for Inverse Problems in Imaging
Deep Image Prior for Inverse Problems in Imaging

Explore cutting-edge deep image prior techniques for solving inverse problems in computational imaging using MATLAB. This project implements untrained convolutional neural networks as natural image priors for tasks like denoising and super-resolution. The tutorial covers medical i...

inverse problems image restoration

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