极性码的能量复杂度

Christopher G. Blake, F. Kschischang
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引用次数: 3

摘要

根据Thompson VLSI模型实现的计算编码和解码功能的VLSI电路序列,称为编码方案,根据其相关块错误概率随块长度N的比例进行分类。结果表明,误差概率为O(f(N))的二进制对称信道的编码方案必须具有至少缩放为Ω(N√(-ln f(N)))的编码和解码能量。速率大于1/2的极性编码方案的编码和解码能量至少为Ω(N3/2)。这个下界可以在网格网络上达到多对数因子。
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Energy complexity of polar codes
Sequences of VLSI circuits implemented according to the Thompson VLSI model that compute encoding and decoding functions, called coding schemes, are classified according to the rate at which their associated block error probability scales with block length N. It is shown that coding schemes for binary symmetric channels with probability of error that scales as O(f(N)) must have encoding and decoding energy that scales at least as Ω(N√(-ln f (N))). Polar coding schemes of rate greater than 1/2 are shown to have encoding and decoding energy that scales at least as Ω(N3/2). This lower bound is achievable up to polylogarithmic factors on a mesh-network.
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