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AI-Enabled 6G Networks and Applications
Hoofdkenmerken
Auteur: Deepak Gupta, Mahmoud Ragab AL-Refaey, Romany Fouad Mansour, Aditya Khamparia, Ashish Khanna
Titel: AI-Enabled 6G Networks and Applications
Uitgever: Wiley Global Research (STMS)
ISBN: 9781119812715
ISBN boekversie: 9781119812647
Editie: 1
Prijs: € 110,30
Verschijningsdatum: 02-12-2022
Inhoudelijke kenmerken
Categorie: Mobile & Wireless Communications
Taal: English
Imprint: Wiley-Blackwell
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cb\u003eAI-ENABLED 6G NETWORKS AND APPLICATIONS\u003c/b\u003e \u003cp\u003e\u003cb\u003eProvides authoritative guidance on utilizing AI techniques in 6G network design and optimization\u003c/b\u003e \u003cp\u003eWritten 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. \u003cp\u003e\u003ci\u003eAI-Enabled 6G Networks and Applications\u003c/i\u003e 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. \u003cul\u003e\u003cli\u003eReviews various types of AI techniques such as AI-empowered mobile edge computing, intelligent handover management, and smart spectrum management\u003c/li\u003e \u003cli\u003eDescribes how AI techniques manage computation efficiency, algorithm robustness, hardware development, and energy management\u003c/li\u003e \u003cli\u003eIdentifies and provides solutions to problems in current 4G/5G networks and emergent 6G architectures\u003c/li\u003e \u003cli\u003eDiscusses privacy and security issues in IoT-enabled 6G Networks\u003c/li\u003e \u003cli\u003eExamines the use of machine learning to achieve closed-loop optimization and intelligent wireless communication\u003c/li\u003e\u003c/ul\u003e \u003cp\u003e\u003ci\u003eAI-Enabled 6G Networks and Applications\u003c/i\u003e 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.
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