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Index Coding: Fundamental Limits, Coding Schemes, and Structural Properties

机译:索引编码:基本限制,编码方案和结构属性

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摘要

Originally introduced to minimize the number of transmissions in satellite communication, index coding is a canonical problem in network information theory that studies the fundamental limit and optimal coding schemes for broadcasting multiple messages to receivers with different side information. The index coding problem provides a simple yet rich model for several important engineering problems in network communication, such as content broadcasting, peer-to-peer communication, distributed caching, device-to-device relaying, and interference management. It also has close relationships to network coding, distributed storage, and guessing games.;This dissertation aims to provide a broad overview of this fascinating problem, focusing on the simplest form of unicast index coding. A unified view on coding schemes based on algebraic, graph-theoretic, and information-theoretic approaches is presented. Although the optimal communication rate, namely, the capacity is open in general, several bounds and structural properties are established. The relationships between index coding, distributed storage, and guessing game on directed graphs are also discussed.
机译:索引编码最初是为使卫星通信中的传输次数最小化而引入的,它是网络信息理论中的一个典型问题,它研究了将多个消息广播到具有不同辅助信息的接收机的基本限制和最佳编码方案。索引编码问题为网络通信中的几个重要工程问题(例如内容广播,对等通信,分布式缓存,设备对设备中继和干扰管理)提供了一个简单而丰富的模型。它还与网络编码,分布式存储和猜谜游戏有着密切的关系。本文旨在以最简单的单播索引编码形式,为这个令人着迷的问题提供一个广泛的概述。提出了基于代数,图论和信息论方法的编码方案的统一观点。尽管最佳通信速率(即容量)通常是开放的,但仍建立了一些界限和结构特性。还讨论了索引编码,分布式存储和有向图上的猜谜游戏之间的关系。

著录项

  • 作者

    Arbabjolfaei, Fatemeh.;

  • 作者单位

    University of California, San Diego.;

  • 授予单位 University of California, San Diego.;
  • 学科 Electrical engineering.;Computer science.
  • 学位 Ph.D.
  • 年度 2017
  • 页码 175 p.
  • 总页数 175
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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