Module 2: The Digital Twin (Gazebo & Unity)
π― Module Overviewβ
Welcome to Module 2! Learn to create digital twinsβvirtual replicas of physical robots that enable safe testing and rapid iteration before hardware deployment.
π What is a Digital Twin?β
A digital twin is a virtual model that:
- Simulates physics (gravity, friction, collisions)
- Replicates sensor behavior (cameras, LiDAR, IMUs)
- Enables testing without hardware risk
- Generates synthetic training data
π What You'll Learnβ
- β Physics simulation with Gazebo
- β High-fidelity rendering with Unity
- β Sensor simulation (LiDAR, depth cameras, IMUs)
- β Human-robot interaction scenarios
π Module Structureβ
1. Gazebo Simulationβ
- Physics engines and world building
- Robot spawning and control
- Contact dynamics and collisions
2. Unity Renderingβ
- Photorealistic environments
- Human avatars and interactions
- Real-time visualization
3. Sensor Simulationβ
- LiDAR point clouds
- RGB-D cameras
- Inertial Measurement Units
4. Hands-On Labβ
- Build complete simulation environment
- Integrate sensors with ROS 2
- Test humanoid behaviors
Next: Gazebo Simulation β