Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)
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Updated
Jan 13, 2024 - Python
Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)
Motion planning and Navigation of AGV/AMR:ROS planner plugin implementation of A*, JPS, D*, LPA*, D* Lite, Theta*, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, PSO, Voronoi, PID, LQR, MPC, DWA, APF, Pure Pursuit etc.
Pure Pursuit Control and SE(2) Planning
1/20 MiniCar: An ackermann based rover for MPC and Pure-Pursuit controller
在ros_gazebo中搭建仿真环境,使用purepursuit算法对样条曲线轨迹进行了路径跟踪、使用lqr算法对生成的五次多项式轨迹进行横向路径跟踪。
An easy to use and feature-rich PROS template for the Vex V5
25 path-tracking algorithms are (goint to be) implemented with python.
🏎 Waypoint and planner tools for ROS 2 with minimal dependencies.
Motion Control of Self-Driving Car for Trajectory Tracking
This repo implemented the core technology of the self-driving car, including the basic concepts such as path tracking, path planning, SLAM, etc., and deep learning techniques such as computer vision and reinforcement learning. Finally, we practiced with NVIDIA JetBot in both the simulator and the real world.
Our autonomous ground vehicle uses Frontier Based exploration to navigate and map unknown environments. Equipped with sensors, it can avoid obstacles and make real-time decisions. It has potential applications in search and rescue, agriculture, and logistics, and represents an important step forward in autonomous ground vehicle development.
The best path editor in VRC for designing skills routes and generating path files.
AutoLib is a Pros C++ Library for Advanced Vex Autonomous Programming
Package for Path Planning and Tracking created using ROS2, Turtlebot3, A*, and PurePursuit
This is a series of the best pdfs for use with robots and can be applicable to vex robotics autonmoous routines.
Custom simulator with my implementations of EKF-, UKF-, and Pose-Graph-SLAM
An UGV-system using SoC-FPGA developed for FPGA design competition held on ICFPT2019
A series of the best papers on control theory and robotic systems (Applicable for both VEX and FRC)
Software codes for running the Game-theoretic Utility Tree (GUT) algorithm for the multi-robot Pursuit-Evasion problem in the Robotarium's simulator-hardware multi-robot testbed.
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