Artificial Intelligence for Wireless Communication Systems

Technology and Applications

Samarendra Nath Sur, Agbotiname Lucky Imoize, Ankan Bhattacharya, Debdatta Kandar, Jyoti Sekhar Banerjee

• Publisher: CRC Press
• Year: 2024
• eBook ISBN: 9781040128138
• Edition: 0
• Topic: Technology & Engineering
• Subtopic: Electrical Engineering & Telecommunications
• Index: Technology & Engineering

The text provides a comprehensive study of the application of advanced artificial intelligence (AI) in next-generation wireless communications with a focus on theory, standardization, and core development. It further highlights AI-enabled intelligent architecture for sixth-generation (6G) networks to realize smart resource management, automatic network adjustment, and intelligent service layers. The book covers artificially assisted non-orthogonal multiple access schemes for 6G communication.

This book:

• Discusses the use of AI in various aspects of wireless communications, including channel modeling, signal detection, channel coding design, and resource management
• Explores technical challenges in the ubiquitous fifth-generation (5G) wireless networks and the prospects of introducing artificial intelligence-based techniques in the envisioned 6G wireless networks
• Presents potential issues in AI-enabled approaches in wireless communications
• Covers AI-enabled energy efficiency optimization and cross-layer optimization in the next-generation wireless networks
• Explains artificially empowered security and privacy schemes in next-generation wireless networks and next-generation mobile management

It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer engineering.

Table of contents

• Cover
• Half Title
• Series Page
• Title Page
• Copyright Page
• Table of Contents
• Preface
• About the editors
• List of contributors
• 1 Artificial intelligence revolutionizing wireless communication systems
• 2 AI-empowered social internet of things and crowdsensing applications
• 3 AI for spectrum intelligence and adaptive resource management
• 4 The future of mobile management: predictive maintenance and fault detection with AI
• 5 Revolutionizing education: AI in next-generation mobile management
• 6 AI-empowered security and privacy schemes in next-generation wireless networks
• 7 Convolutional neural network for sparse channel and image reconstruction in underwater acoustic communication
• 8 Optimization of future location prediction in mobile sensor network using Particle Swarm Optimization
• 9 Application of NOMA in 6G networks leveraging Artificial Intelligence
• 10 Utilization of an AI-assisted lens antenna array in 5G networks
• 11 AI, ML, and IoMT integrated approach to DNA sequence analysis and prediction
• 12 AI-based wireless channel prediction for 6G
• 13 Cost effective IoT-enabled wireless video surveillance model for Next-Gen communication systems
• 14 AI-enabled road traffic flow control and mobility prediction using YOLO
• Index