ROS2 FOR AI-DRIVEN NAVIGATION REAL-TIME DECISION-MAKING: Implementing AI Algorithms for Path Planning with ROS2 and Gazebo - Softcover

Myles, Isandro; Halesworth, Corwin

Softcover

ISBN 13: 9798293390885

Verlag: Independently published, 2025

Inhaltsangabe

🛰️ ROS2 for AI-Driven Navigation Real-Time Decision-Making

Implementing AI Algorithms for Path Planning with ROS2 and Gazebo

In the age of intelligent machines, it’s not enough for robots to move—they must think, adapt, and navigate dynamically. ROS2 for AI-Driven Navigation is your complete guide to building smart, autonomous systems that can plan, react, and move through real-world environments in real time.

This book brings together the power of ROS2, Gazebo, and AI algorithms to help you develop path planning, obstacle avoidance, and real-time decision-making systems that fuel next-generation robotics.

What you’ll master:

• AI-based path planning algorithms, from A* to deep reinforcement learning

• Implementing navigation stacks with ROS2 and customizing behavior trees

• Integrating sensor data (LiDAR, cameras, IMUs) for adaptive motion planning

• Creating Gazebo simulations to test and refine navigation strategies

• Using machine learning to optimize route efficiency and energy consumption

• Building autonomous systems that adapt to changing terrain and dynamic obstacles

• Real-world deployment of AI-based navigation with ROS2 nodes and message-passing

From warehouse automation to outdoor robotics, this guide delivers the practical, project-ready skills you need to build robots that know where they’re going—and how to get there safely.

🧠 Perfect for robotics engineers, AI developers, and simulation specialists
🚗 Includes complete ROS2 navigation projects, Gazebo test environments, and AI planning templates
📍 Compatible with ROS2 Foxy, Humble, Iron, and custom robot models

Navigate smarter. Decide faster. Build autonomous systems with confidence.

Details zur Ausgabe

• Verlag: Independently published
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 13: 9798293390885
• Einband: Tapa blanda
• Anzahl der Seiten: 170
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar