Artificial Intelligence in Wireless Robotics
eBook - ePub

Artificial Intelligence in Wireless Robotics

  1. 354 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Wireless Robotics

About this book

Robots, autonomous vehicles, unmanned aerial vehicles, and smart factory, will significantly change human living style in digital society. Artificial Intelligence in Wireless Robotics introduces how wireless communications and networking technology enhances facilitation of artificial intelligence in robotics, which bridges basic multi-disciplinary knowledge among artificial intelligence, wireless communications, computing, and control in robotics. A unique aspect of the book is to introduce applying communication and signal processing techniques to enhance traditional artificial intelligence in robotics and multi-agent systems.

The technical contents of this book include fundamental knowledge in robotics, cyber-physical systems, artificial intelligence, statistical decision and Markov decision process, reinforcement learning, state estimation, localization, computer vision and multi-modal data fusion, robot planning, multi-agent systems, networked multi-agent systems, security and robustness of networked robots, and ultra-reliable and low-latency machine-to-machine networking. Examples and exercises are provided for easy and effective comprehension.

Engineers wishing to extend knowledge in the robotics, AI, and wireless communications, would be benefited from this book. In the meantime, the book is ready as a textbook for senior undergraduate students or first-year graduate students in electrical engineering, computer engineering, computer science, and general engineering students. The readers of this book shall have basic knowledge in undergraduate probability and linear algebra, and basic programming capability, in order to enjoy deep reading.

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Yes, you can access Artificial Intelligence in Wireless Robotics by Kwang-Cheng Chen in PDF and/or ePUB format, as well as other popular books in Computer Science & Energy. We have over one million books available in our catalogue for you to explore.

Information

Year
2022
Print ISBN
9788770221184
eBook ISBN
9781000796568

Table of contents

  1. Cover
  2. Half Title
  3. Series Page
  4. Title Page
  5. Copyright Page
  6. Table of Contents
  7. Preface
  8. List of Figures
  9. List of Tables
  10. List of Abbreviations
  11. 1 Introduction to Artificial Intelligence and Robotics
  12. 2 Basic Search Algorithms
  13. 3 Machine Learning Basics
  14. 4 Markov Decision Processes
  15. 5 Reinforcement Learning
  16. 6 State Estimation
  17. 7 Localization
  18. 8 Robot Planning
  19. 9 Multi-Modal Data Fusion
  20. 10 Multi-Robot Systems
  21. Index
  22. About the Author