基于霍夫曼编码的心电压缩失真权衡处理

Debarpan Bhattacharya
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引用次数: 0

摘要

心电图是一种基本的心脏信号,在多种心肺疾病的诊断中有着广泛的应用。因此,在大多数情况下,与重建时的高失真相关的压缩技术是不可接受的。提出了一种基于高尚霍夫曼编码的心电信号压缩技术。它提供了高压缩比(CR)和最小的均方差百分比(PRD)。在MIT-BIH记录上测试后,它显示出最大的PRD仅为0.445%,而CR为5.914。此外,该算法提供了灵活性,以降低PRD值为代价,通过调整单个参数获得CR。这使得设置甚至适用于CR最重要的应用程序,即使有一些可接受的失真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Huffman Coding based ECG Processing For Compression-Distortion Tradeoff
ECG is a fundamental cardiac signal which finds rigorous use in diagnosis of several cardio-respiratory diseases. Therefore, compression techniques, that are associated with high distortion upon reconstruction, are not acceptable in maximum cases. In our proposed approach, a noble huffman coding based compression technique for ECG signal is proposed. It offers high compression ratio (CR) with minimal percentage mean square difference (PRD). Upon testing on MIT-BIH recordings, it exhibits maximum PRD of only 0.445% while offering CR of 5.914. Additionally, the algorithm offers flexibility to decrease PRD value at the cost of CR, obtained by tuning a single parameter. This makes the setup even appropriate for applications where CR is of uttermost importance, even with some accepted distortion.
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