AI-Enabled 6G Networks and Applications - Deepak Gupta Book

AI-ENABLED 6G NETWORKS AND APPLICATIONSProvides authoritative guidance on utilizing AI techniques in 6G network design and optimizationWritten and edited by active researchers, this book covers hypotheses and practical considerations and provides insights into the design of evolutionary AI algorithms for 6G networks, with focus on network transparency, interpretability and simulatability for vehicular networks, space systems, surveillance systems and their usages in different emerging engineering fields. AI-Enabled 6G Networks and Applications includes a review of AI techniques for 6G Networks and will focus on deployment of AI techniques to efficiently and effectively optimize the network performance, including AI-empowered mobile edge computing, intelligent mobility and handover management, and smart spectrum management. This book includes the design of a set of evolutionary AI hybrid algorithms with communication protocols, showing how to use them in practice to solve problems relating to vehicular networks, aerial networks, and communication networks. Reviews various types of AI techniques such as AI-empowered mobile edge computing, intelligent handover management, and smart spectrum managementDescribes how AI techniques manage computation efficiency, algorithm robustness, hardware development, and energy managementIdentifies and provides solutions to problems in current 4G/5G networks and emergent 6G architecturesDiscusses privacy and security issues in IoT-enabled 6G NetworksExamines the use of machine learning to achieve closed-loop optimization and intelligent wireless communicationAI-Enabled 6G Networks and Applications is an essential reference guide to advanced hybrid computational intelligence methods for 6G supportive networks and protocols, suitable for graduate students and researchers in network forensics and optimization, computer science, and engineering.