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Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design
Langbeschreibung
This book provides a broad understanding of the fundamental tools and methods from information theory and mathematical programming, as well as specific applications in 6G and beyond system designs. The contents focus on not only both theories but also their intersection in 6G. Motivations are from the multitude of new developments which will arise once 6G systems integrate new communication networks with AIoT (Artificial Intelligence plus Internet of Things). Design issues such as the intermittent connectivity, low latency, federated learning, IoT security, etc., are covered. This monograph provides a thorough picture of new results from information and optimization theories, as well as how their dialogues work to solve aforementioned 6G design issues.
Hauptbeschreibung
Covers both information theory and mathematical optimization in depth
Inhaltsverzeichnis
Chapter 1 - Information Theory in Centralized Wireless Network.- Chapter 2 - Information Theory in Distributed Wireless Network.- Chapter 3 - Centralized and Distributed Detection.- Chapter 4 - Centralized Mathematical Optimization.- Chapter 5 - Distributed Mathematical Optimization.- Chapter 6 - Applications: Resource allocation for human-centric 6G cellular network.- Chapter 7 - Applications: Low Latency Communications in 6G.- Chapter 8 - Applications in AIoT : Federated distributed learning for edge IoT.- Chapter 9 - Applications in AIoT : IoT Security and Secrecy.
Eduard Jorswieck (IEEE Fellow) is currently Full Professor with the Technical University of Braunschweig and Managing Director of the Institute of Communications Technology. He receivedthe IEEE Signal Processing Society Best Paper Award in 2006. Together with students and collaborators, he has received best paper and best student paper awards at ISWCS 2019, PETS 2019, IEEE ICUFN 2018, IEEE WCSP 2012, IEEE SPAWC 2012, IEEE CAMSAP 2011, Chinacom 2010, and IEEE WPMC 2002. In 2000, he has received the international outstanding student award from BIT, Peking.
ISBN-13:
9789811920158
Veröffentl:
2022
Erscheinungsdatum:
19.09.2022
Seiten:
412
Autor:
Shih-Chun Lin
Gewicht:
781 g
Format:
241x160x28 mm
Serie:
Springer Series in Wireless Technology
Sprache:
Englisch
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