TY  - BOOK
AU  - Lin,Shih-Chun
AU  - Chang,Tsung-Hui
AU  - Jorswieck,Eduard
AU  - Lin,Pin-Hsun
TI  - Information theory, mathematical optimization, and their crossroads in 6G system design
T2  - Springer series in wireless technology
SN  - 9789811920158
AV  - TK5103.2 .L56 2023
U1  - 621.384 23
PY  - 2023///
CY  - Singapore
PB  - Springer Nature Singapore Pte Ltd.
KW  - Wireless communication systems
KW  - Mobile communication systems
KW  - Internet of things
KW  - Telecommunication
N1  - Includes bibliographical references; 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
N2  - "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
ER  -