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An efficient feedback coding scheme with low error probability for discrete memoryless channels

机译:针对离散无记忆通道的低错误概率的高效反馈编码方案

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摘要

Existing feedback communication schemes are either specialized to particular channels (Schalkwijk-Kailath, Horstein), apply to general channels but have high coding complexity (block feedback schemes), or are difficult to analyze (posterior matching). This paper introduces a feedback coding scheme that achieves the capacity for all discrete memoryless channels with a bound on the error exponent that approaches the sphere packing bound as the rate approaches the capacity and coding complexity of only O(n log n). These benefits are attained by combining features from previous schemes with new randomization technique and decoding rule.
机译:现有的反馈通信方案要么专用于特定的信道(Schalkwijk-Kailath,Horstein),要么应用于通用信道,但编码复杂度高(块反馈方案),或者难以分析(后验匹配)。本文介绍了一种反馈编码方案,该方案可实现所有离散无记忆通道的容量,并且误差率的界限接近于球体压缩界限,因为速率接近仅O(n log n)的容量和编码复杂度。通过将先前方案的功能与新的随机化技术和解码规则相结合,可以获得这些好处。

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