Autonomous Navigation for Mobile Robots and UGV
Autonomous Navigation for Mobile Robots and UGV
This GitHub® repository contains MATLAB® and Simulink® examples for developing autonomous navigation software stacks for mobile robots and unmanned ground vehicles (UGV). The examples contained in this submission demonstrate how to interact with ROS-enabled robots and equivalent simulations to design and test a software stack for autonomous navigation of a Turtlebot3.
Topics covered in this collection of scripts and models include:
Creating Maps for Autonomous Navigation
- Create Maps from Numerical Arrays
- Create Maps from Images
- Control ROS-Based Robots to Acquire Lidar Scans
- Import and Plot ROS Data from a rosbag
- Integrate rosbag Recordings Into Simulations
- Create Maps From Lidar Scans using SLAM
Motion Planning and Path Following
- Simulate Waypoint Following Controller Using Pure Pursuit
- Command ROS Robot to Follow Waypoints Using Pure Pursuit
- Generate Path Between Two Locations Using a PRM Planner
- Simulate Path Planning and Following
- Test Path Planner + Follower in ROS Robot
- Simulate Obstacle Avoidance Using VFH Controller
- Test Obstacle Avoidance on ROS Robot
- Simulate Complete Path Navigation Stack
- Test Complete Path Navigation Stack in ROS Robot
- Simulate Path Re-Planning Scheduler Using Stateflow®
- Test Re-Planning Scheduler in ROS Robot
Trajectory Generation
- Interpolate Smooth Paths from Critical Navigation Waypoints
- Simulate Smooth Path Navigation
- Navigate Environment Using a Polynomial Trajectory
- Navigate Environment Using a Trapezoidal Velocity Trajectory
Localization and SLAM
- Design and test SLAM in Robots powered by ROS
- Generate Custom SLAM ROS Nodes
To learn more about the MATLAB/Simulink toolboxes used in this submission, visit the following documentation pages:
인용 양식
MathWorks Student Competitions Team (2024). Autonomous Navigation for Mobile Robots and UGV (https://github.com/mathworks-robotics/autonomous-navigation-ugv/releases/tag/20.2.2), GitHub. 검색됨 .
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버전 | 게시됨 | 릴리스 정보 | |
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20.2.2 | See release notes for this release on GitHub: https://github.com/mathworks-robotics/autonomous-navigation-ugv/releases/tag/20.2.2 |
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20.2.1 |