Electrocardiograph compression based on sifting process of empirical mode decomposition

Electronics Letters

Chaojun Zhao¹  Zhijian Chen¹  Jianyi Meng²  Xiaoyan Xiang² 

[1] Institute of VLSI DesignZhejiang UniversityHangzhou310027People's Republic of China;State Key Laboratory of ASIC and SystemFudan UniversityShanghai201203People's Republic of China;

关键词: electrocardiography compression;    sifting process;    empirical mode decomposition;    EMD‐based ECG compressor;    spline fitting function;    intrinsic mode functions;   

DOI  :  10.1049/el.2015.3391

来源: DOAJ

【 摘 要 】

A new empirical mode decomposition (EMD)‐based electrocardiograph (ECG) compressor is presented. Utilising the sifting process in EMD, the spline fitting function of the successive mean extrema together with the first intrinsic mode functions can perfectly reconstruct the ECG signal, the proposed method using the mean extrema for the compression. With optimal selection of the mean extrema and dead zone quantisation, and the application of run length coding and Huffman coding for further compression, the experimental results regarding several records of the MIT‐BIH arrhythmia database shows that the proposed methods have a better compression results than recently developed ECG compressors.

【 授权许可】

Unknown