Information theory, mathematical optimization, and their crossroads in 6G system design / Shih-Chun Lin, [and 3 others].

By:

Lin, Shih-Chun [author.]

Contributor(s):

Material type: Text

TextSeries: Springer series in wireless technologyPublisher: Singapore : Springer Nature Singapore Pte Ltd., 2023Description: xv, 395 pages : illustrations ; 25 cmContent type:

text

Media type:

unmediated

Carrier type:

volume

ISBN:

9789811920158

Subject(s):

DDC classification:

23 621.384 L630i

LOC classification:

TK5103.2 .L56 2023

Contents:

Information theory in centralized wireless network -- Information theory in distributed wireless network -- Centralized and distributed detection -- Centralized mathematical optimization -- Distributed mathematical optimization -- Applications: resource allocation for human-centric 6G cellular network -- Applications: low latency communications in 6G -- Applications in AIoT: federated distributed learning for edge IoT -- Applications in AIoT: IoT security and secrecy.

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"-- Back cover.

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Holdings
Item type	Current library	Shelving location	Call number	Copy number	Status	Date due	Barcode
Books	Main Library	Circulation Section	CIR 621.384 L630i 2023 (Browse shelf(Opens below))	1-1	Available		032556

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Previous	CIR 621.38220785 I51d 2017 Digital signal processing using matlab : a problem solving companion /	CIR 621.38284 C698h 2018 High performance loudspeakers /	CIR 621.384 D388w 2022 Wireless mesh networks /	CIR 621.384 L630i 2023 Information theory, mathematical optimization, and their crossroads in 6G system design /	CIR 621.384 O628 2009 Optimizing processes with RFID and auto ID : fundamentals, problems and solutions, example applications /	CIR 621.384 Si116m 2018 Modern telecommunications : basic principles and practices /	CIR 621.384 W743 2017 Wireless communications and technology	Next

Includes bibliographical references.

"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"-- Back cover.

English.

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