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Titlebook: Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design; Shih-Chun Lin,Tsung-Hui Chang,Pin-Hsun Lin Book 2

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发表于 2025-3-21 18:29:30 | 显示全部楼层 |阅读模式
书目名称Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design
编辑Shih-Chun Lin,Tsung-Hui Chang,Pin-Hsun Lin
视频videohttp://file.papertrans.cn/466/465769/465769.mp4
概述Covers both information theory and mathematical optimization in depth.Offers cutting-edge theoretical developments in both centralized and distributed networks.Demonstrates how both theories and their
丛书名称Springer Series in Wireless Technology
图书封面Titlebook: Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design; Shih-Chun Lin,Tsung-Hui Chang,Pin-Hsun Lin Book 2
描述.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..
出版日期Book 2023
关键词Mathematical Optimization; 6G System; 6G Communications; 6G AIoT; AIoT
版次1
doihttps://doi.org/10.1007/978-981-19-2016-5
isbn_ebook978-981-19-2016-5Series ISSN 2365-4139 Series E-ISSN 2365-4147
issn_series 2365-4139
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor
The information of publication is updating

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发表于 2025-3-21 21:30:52 | 显示全部楼层
Centralized and Distributed Detection,event is observed many times and the decision is based on a sequence of random vectors. With an increasing availability of high-dimensional streaming data in 6G era, this sequential detection becomes more and more important. In this chapter, not only the centralized detectors but also distributed ones tailored for AIoT will be introduced.
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发表于 2025-3-22 01:35:39 | 显示全部楼层
Book 2023et 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..
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发表于 2025-3-22 05:18:46 | 显示全部楼层
Information Theory in Distributed Wireless Network,uted network such as the IoT. Moreover, multi-user design with intermittent connectivity is one of the key challenges for 5G millimeter wave and 6G THz systems. In this chapter, information theory for some important distributed networks, possibly with link intermittence, will be discussed.
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