MPC_Code

MPC algorithm

Software implementation of Model Predictive Control algorithm for autonomous vehicle trajectory tracking control

Model Predictive Control for autonomous vehicle trajectory tracking control, in Matlab.

GitHub

242 stars
7 watching
84 forks
Language: Matlab
last commit: over 7 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
pengskr/mpc This project implements a Model Predictive Control (MPC) system in MATLAB. 107
nezarip/carsim-simulink-mpc-controller-practice Provides MPC controller implementation and simulation models for autonomous vehicles using Carsim and Simulink 82
mmehrez/mpc-and-mhe-implementation-in-matlab-using-casadi An implementation of model predictive control and moving horizon estimation using the Casadi package in MATLAB for a non-holonomic mobile robot 344
marksman007577/autonomous-drive An autonomous vehicle modeling and control system using MATLAB and Simulink 89
balrifaee/net-mpc_collision-avoidance A MATLAB simulation of model predictive control for vehicle collision avoidance. 86
1pandading/matlab-simulink- Automated driving simulation project using MATLAB and Simulink to control an autonomous vehicle along a predefined path and generate video output. 54
souhaiel1/longitudinal-and-lateral-control-of-an-automotive-vehicle A Matlab-based project for developing an autonomous vehicle control system 59
alexliniger/mpcc A controller framework for autonomous vehicles to follow predefined paths while navigating obstacles and track constraints. 1,380
tim283/smpc_example A collection of examples demonstrating stochastic model predictive control (SMPC) in MATLAB. 55
alexdada555/modelling-simulation-and-implementation-of-linear-control-for-asymmetric-multirotor-uavs Designs and develops control software for an unmanned aerial vehicle 64
tumftm/mod_vehicle_dynamics_control Software for autonomous vehicle control, providing trajectory tracking, state estimation, and vehicle dynamics control 248
urosolia/lmpc_simpleexample A MATLAB implementation of an optimal control algorithm for a double integrator system 57
adityajain07/path-planning-algorithms MATLAB implementation of popular path planning algorithms for motion planning in robotics and related fields. 47
macipaci/simulation-of-underactuated-auv-control-algorithms Simulation tools for analyzing and testing control algorithms used in autonomous underwater vehicles. 77
hybridrobotics/nmpc-dclf-dcbf An implementation of nonlinear model predictive control using discrete-time control Lyapunov functions and control barrier functions for safety-critical systems. 231