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An efficient compression System for ECG signal using QRS periods and CAB technique based on 2D DWT and Huffman Coding

机译:基于2D DWT和Huffman编码的QRS周期和驾驶室技术的ECG信号有效压缩系统

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摘要

In this paper, a ECG compression system is presented based on two-dimensional discrete wavelet transform (2D DWT) and Huffman coding technique. In this method, two different approaches are utilized to construct a 2D array of 1D ECG signal using cut and align (CAB) technique, therefore ECG 2D array is decomposed with 2D DWT which results more number of insignificant coefficients. They are considered as zero amplitude value which accelerate compression rate and Huffman coding maintains the signal quality due to its lossless nature of compression. The average compression performance of algorithm is 65% with 0.999 correlation score.
机译:在本文中,基于二维离散小波变换(2D DWT)和霍夫曼编码技术来呈现ECG压缩系统。在该方法中,使用两种不同的方法来构造使用切割和对准(驾驶室)技术构造1D ECG信号的2D阵列,因此ECG 2D阵列用2D DWT分解,从而产生更多数量的微不足道的系数。它们被认为是零幅度值,其加速压缩率和霍夫曼编码由于其压缩的无损性而保持信号质量。算法的平均压缩性能为65%,相关分数为0.999。

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