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Information theory, mathematical optimization, and their crossroads in 6G system design / Shih-Chun Lin, Tsung-Hui Chang, Eduard Jorswieck, Pin-Hsun Lin.

Lin, Shizhun, author.; Zhang, Conghui, author.; Jorswieck, Eduard, author.; Lin, Pin-Hsun, author.
2023
TK5103.2
Available Online
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Title
Information theory, mathematical optimization, and their crossroads in 6G system design / Shih-Chun Lin, Tsung-Hui Chang, Eduard Jorswieck, Pin-Hsun Lin.
Author
Lin, Shizhun, author.
ISBN
9789811920165 (electronic bk.)
9811920168 (electronic bk.)
9789811920158 (print)
DOI
https://doi.org/10.1007/978-981-19-2016-5
Published
Singapore : Springer, [2023]
Language
English
Description
1 online resource (xv, 395 pages) : illustrations (some color).
Item Number
10.1007/978-981-19-2016-5 doi
Call Number
TK5103.2
Dewey Decimal Classification
621.384
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed September 22, 2022).
Added Author
Zhang, Conghui, author.
Jorswieck, Eduard, author.
Lin, Pin-Hsun, author.
Series
Springer series in wireless technology.
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Online Access
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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.

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