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Information theory, mathematical opt...

Lin, Shih-Chun.

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Information theory, mathematical optimization, and their crossroads in 6G system design

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Information theory, mathematical optimization, and their crossroads in 6G system design/ by Shih-Chun Lin ... [et al.].
其他作者:	Lin, Shih-Chun.
出版者:	Singapore :Springer Nature Singapore : : 2023.,
面頁冊數:	xv, 395 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Wireless communication systems. -
電子資源:	https://doi.org/10.1007/978-981-19-2016-5
ISBN:	9789811920165

Information theory, mathematical optimization, and their crossroads in 6G system design
Information theory, mathematical optimization, and their crossroads in 6G system design[electronic resource] /by Shih-Chun Lin ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xv, 395 p. :ill. (some col.), digital ;24 cm. - Springer series in wireless technology,2365-4147. - Springer series in wireless technology..

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.

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.

ISBN: 9789811920165

Standard No.: 10.1007/978-981-19-2016-5doiSubjects--Topical Terms:

567106
Wireless communication systems.

LC Class. No.: TK5103.2

Dewey Class. No.: 621.384

Information theory, mathematical optimization, and their crossroads in 6G system design
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