多用户信息理论主题

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
G. Kramer
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引用次数: 251

摘要

本文回顾了多用户信息理论的基本概念。从典型序列开始,通过逐步引入更复杂的工具来选择源和信道模型,调查建立了关于随机编码、分组、叠加编码和容量转换的知识。解决的问题包括:源编码;率失真与多重描述;容量价值;睡狼问题;Wyner-Ziv问题;Gelfand-Pinsker问题;广播频道;多址信道;中继通道;多中继信道;广义反馈的多址信道。该调查还包括对基本概率论和信息论的回顾。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Topics in Multi-User Information Theory
This survey reviews fundamental concepts of multi-user information theory. Starting with typical sequences, the survey builds up knowledge on random coding, binning, superposition coding, and capacity converses by introducing progressively more sophisticated tools for a selection of source and channel models. The problems addressed include: Source Coding; Rate-Distortion and Multiple Descriptions; Capacity-Cost; The Slepian–Wolf Problem; The Wyner-Ziv Problem; The Gelfand-Pinsker Problem; The Broadcast Channel; The Multiaccess Channel; The Relay Channel; The Multiple Relay Channel; and The Multiaccess Channel with Generalized Feedback. The survey also includes a review of basic probability and information theory.
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来源期刊
Foundations and Trends in Communications and Information Theory
Foundations and Trends in Communications and Information Theory COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
7.90
自引率
0.00%
发文量
6
期刊介绍: Foundations and Trends® in Communications and Information Theory publishes survey and tutorial articles in the following topics: - Coded modulation - Coding theory and practice - Communication complexity - Communication system design - Cryptology and data security - Data compression - Data networks - Demodulation and Equalization - Denoising - Detection and estimation - Information theory and statistics - Information theory and computer science - Joint source/channel coding - Modulation and signal design - Multiuser detection - Multiuser information theory
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