AI in Wireless for Beyond 5G Networks

Sukhdeep Singh, Yulei Wu, Mohan Rao GNS, Kaustubh Joshi, Payam Barnaghi, Madhan Raj Kanagarathinam, Sukhdeep Singh, Yulei Wu, Mohan Rao GNS, Kaustubh Joshi, Payam Barnaghi, Madhan Raj Kanagarathinam

• Éditeur: CRC Press
• Année: 2024
• ISBN:
  9781003825562
• Édition: 1
• Sujet: Computer Science
• Sous-sujet: Data Transmission Systems

Artificial intelligence (AI) is a game changer in many domains, and wireless communication networks are no exception. With the advent of 5G networks, we have witnessed rapid growth in wireless connectivity, which has led to unprecedented opportunities for innovation and new use cases. However, as we move beyond 5G (B5G), the challenges and opportunities are set to become even more significant, offering new, previously unimaginable services.

AI in Wireless for Beyond 5G Networks provides a comprehensive overview of the use of AI in wireless communication for B5G networks. The authors draw on their expertise in the field to explore the latest developments in AI technologies and their applications in B5G wireless communication systems. The book discusses a wide range of topics, including enabling AI technologies, architecture, and applications of AI from smartphones, radio access networks (RANs), edge and core networks, and application service providers. It also discusses the trends in on-device AI for B5G networks.

This book is written in an accessible style, making it an ideal resource for academics, researchers, and industry professionals in wireless communication. It provides valuable insights into the latest field trends and developments and practical possibilities for implementing AI technologies in wireless communication systems.

Above all, this book is a testament to the power of collaboration and innovation in wireless communication. The authors' dedication and expertise have produced a valuable resource for anyone interested in the latest AI and wireless communication developments. This book will inspire and inform readers, and we highly recommend it to scholars interested in the future of AI in wireless communication.

Table des matières

• Cover Page
• Half-Title Page
• Title Page
• Copyright Page
• Contents
• Preface
• About the editors
• Contributors
• Introduction
• 1 On-device AI
• 2 Introduction to on-device AI and its applications in mobile phones and personal assistants
• 3 AI computation on RAN and User Equipment (UE)
• 4 AI/ML-based design principles of transceivers for wireless systems
• 5 AI at the beyond 5G edge
• 6 Intelligent edge computing for B5G networks
• 7 AI in the wireless 5G core (5GC)
• 8 AI as a service: AI for application service providers
• 9 Digital twins for beyond 5G
• Index