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arXiv 1503.05133cs.ITmath.IT
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恒定成分分布匹配

Constant Composition Distribution Matching

Patrick Schulte, Georg Böcherer

摘要:

分布匹配将独立且伯努利(1/2)分布的输入比特变换成具有期望分布的输出符号序列。提出了基于常数合成和算术编码的固定到固定长度、可逆和低复杂度的编码器和解码器。渐进地在块长度中,编码器实现最大速率,即期望分布的熵。此外,编码器输出和期望分布的归一化发散在块长度中变为零。

英文摘要:

Distribution matching transforms independent and Bernoulli(1/2) distributed input bits into a sequence of output symbols with a desired distribution. Fixed-to-fixed length, invertible, and low complexity encoders and decoders based on constant composition and arithmetic coding are presented. Asymptotically in the blocklength, the encoder achieves the maximum rate, namely the entropy of the desired distribution. Furthermore, the normalized divergence of the encoder output and the desired distribution goes to zero in the blocklength.

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