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
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
AI RF Signal Classification Using MATLAB Deep Learning
AI RF Signal Classification Using MATLAB Deep Learning

This MATLAB project implements machine learning to classify radio frequency signals automatically. Using convolutional neural networks (CNNs), the system identifies modulation types like QAM, PSK, and FSK from raw I/Q data. The workflow includes signal preprocessing, spectrogram g...

RF signal classification MATLAB deep learning

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