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.
1/20 MiniCar: An ackermann based rover for MPC and Pure-Pursuit controller
Pure Pursuit Control and SE(2) Planning
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
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.
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.
Motion Control of Self-Driving Car for Trajectory Tracking
Implementation of the pure pursuit algorithm with matplotlib visualization
🏎 Waypoint and planner tools for ROS 2 with minimal dependencies.
Custom simulator with my implementations of EKF-, UKF-, and Pose-Graph-SLAM
Package for Path Planning and Tracking created using ROS2, Turtlebot3, A*, and PurePursuit
2D video game guided missile algorithm
An UGV-system using SoC-FPGA developed for FPGA design competition held on ICFPT2019
25 path-tracking algorithms are (goint to be) implemented with python.
Lateral controller for path following using Pure pursuit Geometric controller
This is a series of the best pdfs for use with robots and can be applicable to vex robotics autonmoous routines.
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