A hybrid ECG compression technique based on DWT and removal of interbeats and intrabeats correlations

摘要

A hybrid ECG compression technique based on DWT and reducing the correlation between signal samples and beats has been presented in this paper. It starts by segmenting the ECG signal into blocks; each has 1024 samples. Then, DPCM approach is adopted by removing the redundancy between successive samples. So, residual signal of QRS-complex like waveform without the presence of P-, T- and U-waves is generated. Then the first QRS-complex like wave is isolated and all the succeeding ones are subtracted from the preceding ones. The next process depends of on application. For telediagnoses, the resulting residual signal is wavelet transformed while for telemonitoring both the first QRS-complex like wave and the residual signal are wavelet transformed. In both cases the resulting wavelet coefficients are thresholded based of on energy packing efficiency and coded using modified run-length algorithm. The performance of the proposed algorithm has been tested on records extracted from MIT-BIH arrhythmia database. Simulation results illustrate excellent quality of reconstructed signals with %PRD less than 1.5% and CR greater than 20.