LT网络代码:低复杂度网络代码

M. Champel, Kévin Huguenin, Anne-Marie Kermarrec, Nicolas Le Scouarnec
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引用次数: 11

摘要

本文提出了一种新的编码算法LTNC,用于构建低复杂度的网络编码。LTNC的核心是LT代码的去中心化版本,它允许使用快速信念传播解码,而不是随机线性网络编码(RLNC)使用的高复杂性高斯约简。在点对点内容传播应用程序的背景下,我们观察到LTNC在RLNC的通信最优性与解码成本之间进行了有利的交易,因为它只产生38.5%的带宽开销,而CPU周期的增益接近99%。
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LT network codes: low complexity network codes
This paper proposes LTNC, a new recoding algorithm to build low complexity network codes. At the core of LTNC is a decentralized version of LT codes that allows the use of fast belief propagation decoding instead of high complexity Gauss reduction used by random linear network coding (RLNC). In the context of a peer-to-peer content dissemination application, we observe that LTNC trades advantageously communication optimality of RLNC with decoding cost as it incurs only 38.5% of bandwidth overhead for a gain of almost 99% in CPU cycles.
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