PythonRobotics
Contents
Getting Started
Introduction
Localization
Mapping
SLAM
Path Planning
Path Tracking
Pure pursuit tracking
Stanley control
Rear wheel feedback control
Linear–quadratic regulator (LQR) steering control
Linear–quadratic regulator (LQR) speed and steering control
Model predictive speed and steering control
Nonlinear Model Predictive Control with C-GMRES
Arm Navigation
Aerial Navigation
Bipedal
Control
Utilities
Appendix
How To Contribute
PythonRobotics
Path Tracking
Edit on GitHub
Path Tracking
Contents
Pure pursuit tracking
References:
Stanley control
References:
Rear wheel feedback control
References:
Linear–quadratic regulator (LQR) steering control
Overview
Vehicle motion Model
Control Model
LQR controller
References:
Linear–quadratic regulator (LQR) speed and steering control
Overview
Vehicle motion Model
Control Model
LQR controller
Simulation results
References:
Model predictive speed and steering control
MPC modeling
Vehicle model linearization
Reference
Nonlinear Model Predictive Control with C-GMRES
Mathematical Formulation
Ref