Energy-Optimal Trajectory Planning for Drones

Autonomous Systems drone path planning energy optimization
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 tutorial covers waypoint generation, obstacle avoidance using RRT* algorithms, and real-time trajectory replanning. Practical applications include package delivery route optimization and aerial surveillance missions. Includes simulation benchmarks showing 40% energy savings compared to standard path planning methods, with complete MATLAB code for thrust allocation and drag force modeling.

Quadruped Robot with a Manipulator

Design advanced locomotion controllers for quadruped robots with manipulators using MATLAB's SimMechanics. This project implements dynamic gait generation and payload compensation algorithms for stable mobile manipulation. The tutorial covers footstep planning, whole-body con.....

Robotics quadruped robot MATLAB robotics

Energy Management for 2-Motor BEV

Optimize energy management in dual-motor battery electric vehicles (BEVs) using MATLAB's Model Predictive Control (MPC) toolbox. This project develops torque distribution algorithms that maximize efficiency while maintaining drivability. The tutorial covers battery modeling, .....

Power Electronics BEV energy management MATLAB MPC

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.....

Autonomous Driving vehicle safety MATLAB AI