索引编码基础

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Fatemeh Arbabjolfaei, Young-Han Kim
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引用次数: 53

摘要

索引编码问题为几个重要的工程任务提供了一个简单而丰富的模型,例如卫星通信、内容广播、分布式缓存、设备到设备中继和干扰管理。这本专著提供了这个迷人主题的广泛概述,重点是多单播索引编码的最简单形式。研究索引编码问题的主要目的是在可计算表达式中描述一般索引编码实例的容量区域,并开发实现该容量区域的编码方案。这两个密切相关的问题尽管简单,但却极其困难,经过二十年的大力研究,它们的精确答案仍处于未知领域。尽管如此,还是有许多优雅的结果揭示了多单播网络通信的基本挑战,并揭示了编码理论、图论和信息论之间有趣的相互作用。这个专著包含了这些结果在一个统一的框架的简明调查。进一步讨论了网络编码与分布式存储的关系。《索引编码基础》为读者提供了关于这一重要主题的工作的简明而全面的概述;它与相邻区域的关系为今后的研究奠定了基础。它是所有信息论研究人员和学生的一个有价值的起点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fundamentals of Index Coding
The index coding problem provides a simple yet rich model for several important engineering tasks such as satellite communication, content broadcasting, distributed caching, device-to-device relaying, and interference management. This monograph provides a broad overview of this fascinating subject, focusing on the simplest form of multiple-unicast index coding. The main objective in studying the index coding problem are to characterize the capacity region for a general index coding instance in a computable expression and to develop the coding scheme that can achieve it. Despite their simplicity, these two closely related questions are extremely difficult and precise answers to them, after twenty years of vigorous investigation, are still in terra incognita. There are, nonetheless, many elegant results that shed light on the fundamental challenges in multiple-unicast network communication and expose intriguing interplay between coding theory, graph theory, and information theory. This monograph contains a concise survey of these results in a unified framework. It further discusses the relation to Network Coding and Distributed Storage. Fundamentals of Index Coding gives the reader a concise, yet comprehensive, overview of the work undertaken on this important topic; its relationship to adjacent areas and lays the groundwork for future research. It is a valuable starting point for all researchers and students in 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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