一种新的索引编码方案及其在编码缓存中的应用

Kai Wan, Daniela Tuninetti, P. Piantanida
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引用次数: 10

摘要

本文提出了一种新的索引问题可实现方案,并将其应用于缓存问题。索引编码和缓存是接收方具有消息侧信息的无噪声广播信道问题。在索引编码问题中,侧信息集是固定的,而在缓存问题中,侧信息集对应缓存内容,由系统设计者控制。所提出的索引编码方案基于分布式源编码和非唯一译码,能够严格地扩大复合编码所能达到的码率区域。在假定未编码的缓存放置/预取的情况下,应用于缓存问题的新索引编码方案可以匹配外部边界(之前由作者提出,也是基于索引编码问题的已知结果)。
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A novel index coding scheme and its application to coded caching
This paper proposes a novel achievable scheme for the index problem and applies it to the caching problem. Index coding and caching are noiseless broadcast channel problems where receivers have message side information. In the index coding problem the side information sets are fixed, while in the caching problem the side information sets correspond the cache contents, which are under the control of the system designer. The proposed index coding scheme, based on distributed source coding and non-unique decoding, is shown to strictly enlarge the rate region achievable by composite coding. The novel index coding scheme applied to the caching problem is then shown to match an outer bound (previously proposed by the authors and also based on known results for the index coding problem) under the assumption of uncoded cache placement/prefetching.
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A novel index coding scheme and its application to coded caching Multidimensional index modulation in wireless communications Claude Shannon in Chess Review Device-aware routing and scheduling in multi-hop Device-to-Device networks Power-performance analysis of a simple one-bit transceiver
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