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Duration 21 hours
Course Outline
Fundamentals of ROS 2 and Autonomous Navigation
- Analysis of ROS 2 architecture and core capabilities
- Insight into the mechanics of navigation systems in robotics
- Configuration of the ROS 2 development environment
Sensor Integration and Data Processing
- Integration of LiDAR and camera sensor data
- Methods for collecting and processing raw sensor inputs
- Utilization of Rviz for visualizing sensor outputs
Core Concepts in Mapping and Localization
- Theoretical basis of SLAM
- Implementation strategies for 2D and 3D mapping
- Localization techniques using AMCL and alternative methods
Advanced Path Planning and Obstacle Management
- Evaluation of various path planning algorithms
- Strategies for dynamic obstacle detection and avoidance
- Validation of navigation logic in simulated settings
Leveraging Gazebo for Simulation
- Initialization of Gazebo simulations integrated with ROS 2
- Assessment of robot models and navigation stack performance
- Performance analysis within virtual testing environments
Deployment on Physical Hardware
- Establishing ROS 2 connectivity with physical devices
- Calibration procedures for sensors and actuators
- Execution of real-time navigation trials
Optimization and Troubleshooting
- Debugging common navigation challenges within ROS 2
- Enhancing SLAM algorithm efficiency
- Refinement of navigation parameters for optimal performance
Conclusion and Future Directions
Requirements
- Familiarity with core robotics principles
- Proficiency with Linux-based operating systems
- Foundational programming experience in either Python or C++
Target Audience
- Robotics Engineers
- Automation Developers
- Professionals in R&D focused on autonomous systems
Testimonials (1)
Supply of the materials (virtual machine) to get straight into the excersises, and the explanation of the Ros2 core. Why things work a certain way.