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Information Theory, Mathematical Optimization, and Their Crossroads in 6G System Design

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 t...

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Autors principals: Lin, Shih-Chun (Autor), Chang, Tsung-Hui (Autor), Jorswieck, Eduard (Autor), Lin, Pin-Hsun (Autor)
Autor corporatiu: SpringerLink (Online service)
Format: Electrònic eBook
Idioma:anglès
Publicat: Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Edició:1st ed. 2023.
Col·lecció:Springer Series in Wireless Technology,
Matèries:
Wireless communication systems.
Mobile communication systems.
Internet of things.
Telecommunication.
Wireless and Mobile Communication.
Internet of Things.
Communications Engineering, Networks.
Accés en línia:https://doi.org/10.1007/978-981-19-2016-5
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Taula de continguts:
  • 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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