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005 20260923172229.0
008 260923s2023 si ad b 000 0 eng d
020 _a9789811920158
040 _aCSPC
_beng
_cCSPC
_erda
_dCSPC
050 0 4 _aTK5103.2
_b.L56 2023
082 0 4 _223
_a621.384
_bL630i
100 1 _aLin, Shih-Chun,
_eauthor.
245 1 4 _aInformation theory, mathematical optimization, and their crossroads in 6G system design /
_cShih-Chun Lin, [and 3 others].
264 1 _aSingapore :
_bSpringer Nature Singapore Pte Ltd.,
_c2023.
300 _axv, 395 pages :
_billustrations ;
_c25 cm.
336 _2rdacontent
_atext
337 _2rdamedia
_aunmediated
338 _2rdacarrier
_avolume
490 0 _aSpringer series in wireless technology
504 _aIncludes bibliographical references.
505 0 _aInformation 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.
520 _a"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.
546 _aEnglish.
650 0 _aWireless communication systems.
650 0 _aMobile communication systems.
650 0 _aInternet of things.
650 0 _aTelecommunication.
700 1 _aChang, Tsung-Hui,
_eauthor.
700 1 _aJorswieck, Eduard,
_eauthor.
700 1 _aLin, Pin-Hsun,
_eauthor.
942 _2ddc
_n0
_cBK
_e23
_h621.384
_iL630i
_kCIR
_m2023
999 _c33434
_d33434