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Chaotic Analog Error Correction Codes: The Mirrored Baker's Codes

机译:混沌模拟纠错码:贝克的镜像代码

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A new class of analog codes based on 2-dimensional discrete-time chaotic systems, the baker's map, are proposed. The fundamental idea is to effectively transform the "sensitivity-to-initial-condition" property of a chaotic system to serve the "distance expansion" condition required by a good error correction code. By cleverly applying the baker's map on the tent map to achieve a higher dimensional nonlinear mapping, and by engineering a simple mirrored replication structure to protect against the weaker dimension, the proposed "mirrored baker's codes" promise considerably better performance than the existing tent map codes. A maximum likelihood detector is derived, simplified and evaluated. Comparison with the present-day digital coding systems, including convolutional codes and turbo codes, reveals a remarkably on-par performance achieved by the proposed new codes.
机译:提出了一种基于二维离散时间混沌系统的新型模拟代码,即贝克图。基本思想是有效地转换混沌系统的“对初始条件的敏感性”属性,以服务于良好的纠错码所要求的“距离扩展”条件。通过在帐篷地图上巧妙地应用贝克地图来实现更高维的非线性映射,并通过设计简单的镜像复制结构来防止较弱的尺寸,建议的“镜像贝克代码”比现有的帐篷地图代码具有更好的性能。 。最大似然检测器被导出,简化和评估。与当今的数字编码系统(包括卷积码和turbo码)的比较表明,所提出的新编码具有显着的同等性能。

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