Topics in Multi-User Information Theory
Topics in Multi-User Information Theory
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DOI：
10.1561/0100000028
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发表时间：
2007-01-01
影响因子：
2.4
通讯作者：
Kramer, Gerhard
中科院分区：
文献类型：
--
作者：
Kramer, Gerhard
本综述回顾了多用户信息理论的基本概念。从典型的序列开始，调查建立了随机编码，分箱，叠加编码和容量转换的知识，逐步引入更复杂的工具，选择源和信道模型。所处理的问题包括：信源编码;率失真和多描述;容量成本; Slepian-Wolf问题; Wyner-Ziv问题; Gelfand-Pinsker问题;广播信道;多路访问信道;中继信道;多中继信道;以及具有广义反馈的多路访问信道。该调查还包括对基本概率和信息论的回顾。
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.