网络编码的低复杂度编码

S. Jaggi, Yuval Cassuto, M. Effros
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引用次数: 42

摘要

本文考虑了网络组播码的每节点运行时复杂度。我们表明,文献中广泛描述的随机代数网络代码设计算法导致代码平均需要许多操作,这些操作与代码的块长度m成二次比例。然后,我们提出了一种替代类型的线性网络码,其复杂度在m内线性扩展,并且仍然具有随机代数网络码的吸引力。我们还证明了这些代码是最优的,因为任何速率最优的线性网络代码在运行时复杂性上必须至少具有线性缩放
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Low Complexity Encoding for Network Codes
In this paper we consider the per-node run-time complexity of network multicast codes. We show that the randomized algebraic network code design algorithms described extensively in the literature result in codes that on average require a number of operations that scales quadratically with the block-length m of the codes. We then propose an alternative type of linear network code whose complexity scales linearly in m and still enjoys the attractive properties of random algebraic network codes. We also show that these codes are optimal in the sense that any rate-optimal linear network code must have at least a linear scaling in run-time complexity
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