--- sidebar_position: 1 --- # Module 2: Gazebo & Unity - The Digital Twin This module focuses on simulation environments that serve as "digital twins" for physical robots. Simulation is a critical component of robotics development, allowing for safe, cost-effective testing and development before deployment on physical hardware. ## Learning Objectives By the end of this module, you will be able to: - Understand physics simulation concepts and their importance in robotics - Build and configure simulation environments in Gazebo - Implement sensor simulation for cameras, LIDAR, IMUs, and other robot sensors - Create high-fidelity rendering and visualization using Unity - Design human-robot interaction scenarios in simulation - Integrate Gazebo and Unity for comprehensive simulation workflows ## Module Structure This module contains 4 chapters that will progressively build your understanding of simulation: 1. [Chapter 1: Physics Simulation Basics](./chapter1.md) - Fundamentals of physics simulation 2. [Chapter 2: Sensors and Environment Building](./chapter2.md) - Creating sensor models and environments 3. [Chapter 3: High-Fidelity Rendering & Human-Robot Interaction](./chapter3.md) - Visualization and interaction 4. [Chapter 4: Integrating Gazebo and Unity](./chapter4.md) - Combining simulation platforms ## Why Simulation Matters Simulation plays a crucial role in humanoid robotics development: - **Safety**: Test complex behaviors without risk of damaging expensive hardware - **Cost-effectiveness**: Experiment with different scenarios without physical deployment - **Repeatability**: Consistent environments for algorithm testing and debugging - **Speed**: Accelerate development by running simulations faster than real time - **Synthetic Data**: Generate training data for AI systems ## Prerequisites for This Module - Basic understanding of physics concepts (motion, forces, collisions) - Completion of Module 1 (ROS 2 concepts) - Familiarity with 3D graphics concepts helpful but not required ## Getting Started Begin with [Chapter 1: Physics Simulation Basics](./chapter1.md) to explore the fundamentals of physics simulation in robotics.