Artificial Intelligence-Based 6G Networking
eBook - ePub

Artificial Intelligence-Based 6G Networking

  1. 328 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence-Based 6G Networking

About this book

Artificial Intelligence-Based 6G Networking focuses exclusively on the upcoming sixth-generation (6G) network and services slated for implementation by 2030. It explores the paradigm shift that is 6G. It discusses the deep integration of computing and communication, supported by artificial intelligence (AI) across network elements like cloud, edge, and terminals. It also examines how AI-native interfaces will permeate various network components, from radio access networks to application servers and databases.

Proposing a unified AI-enabled framework for optimizing networks and applications as a single integrated system, the book covers how network service providers can tailor network baselines, reduce noise, and accurately identify issues. The book delves into the potential of AI-driven networks to self-correct, predict, and rectify service degradations proactively, enhancing uptime and troubleshooting efficiency. It outlines the "Connection, Communication, Collaboration, Curation, and Community" framework to enhance network effects, aiding operators in automation, cost reduction, and providing optimal user experiences.

Covering topics from MIMO and Massive MIMO to holographic communications, cybersecurity and quantum communications, the book explores cutting-edge technologies shaping the future of 6G networks. It anticipates a future where AI, along with machine learning and deep learning, enables continuous learning, self-optimization, and predictive maintenance, even with full automation, that will be the hallmark of a new era in network connectivity and innovation.

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Yes, you can access Artificial Intelligence-Based 6G Networking by Radhika Ranjan Roy in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Dedication
  6. Contents
  7. Preface
  8. 1 Overview
  9. 2 MIMO
  10. 3 High-Level Capacity Estimation for Massive MIMO with Single Antenna-Based Multi-User
  11. 4 Ultra-Massive MIMO: Ultra-Massive MIMO Platforms
  12. 5 Vehicle-to-Everything Ultra-Massive MIMO Communications
  13. 6 Reconfigurable Intelligent Surface
  14. 7 Cell-Free Communications
  15. 8 Non-Terrestrial Communications
  16. 9 Massive MIMO Radar
  17. 10 Massive MIMO Radar for Target Detection
  18. 11 Massive MIMO Radar Scaling
  19. 12 Ultra-Massive MIMO Radar Sensors and Multiuser Communications
  20. 13 Device-to-Device Communications with Mesh Networking
  21. 14 Vehicle-to-Vehicle and Vehicle-to-Everything Communications
  22. 15 V2V Communications Network
  23. 16 Peer-to-Peer V2V Communication
  24. 17 V2V Massive MIMO Channels
  25. 18 V2X Communications Network
  26. 19 V2X Millimeter Wave MIMO Radar Communications
  27. 20 Robotics and Autonomous System Communications
  28. 21 Virtual, Augmented, Mixed Reality, and Extended Reality
  29. 22 Unmanned Aerial Vehicles Communication Systems
  30. 23 Unmanned Robot Network with Swarm Capabilities
  31. 24 Digital Twins
  32. 25 Quantum Communications
  33. 26 6G Cybersecurity
  34. Index