Handbook of Artificial Intelligence in Green 6G Wireless Communications

Omtale

The book begins by exploring the fundamentals of green wireless communication systems, providing a detailed overview of the core principles and candidate enabling technologies for 6G. It then discusses innovative technologies and the integration of artificial intelligence (AI)- empowered algorithms into wireless networks to promote green, sustainable environments. Additionally, the handbook presents interdisciplinary approaches and emphasizes the need for hybrid solutions to develop green and secure 6G network infrastructure. This Book:Examines the role of AI in shaping the architecture and protocols of emerging wireless systems, as well as key application areas such as traffic prediction, dynamic spectrum access, and energy efficiency. Discusses the incorporation of AI-based algorithms into wireless networks, enabling optimal channel estimation, traffic prediction, interference management, and resource allocation in green wireless communication systems. Explains advanced cryptographic techniques and physical layer security architecture specifically tailored for safeguarding wireless communication networks operating in open channels. Explores the latest trends in the application of AI in wireless networks and highlights the path toward AI-enabled wireless communication systems. Identifies future challenges and provides a roadmap for the future adoption of AI in advanced wireless communication systems. The book is primarily written for senior undergraduates, graduate students, academic researchers, and professionals in electrical engineering, electronics and communications engineering, telecommunication, wireless communication, and environmental engineering.