Artificial Intelligence for Wireless Communication Systems

Artificial Intelligence for Wireless Communication Systems

pubblicato da CRC Press

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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.