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Optimal decomposition level selection approach in wavelet threshold denoising algorithm for ECG signal

The Journal of China Universities of Posts and Telecommunications 2023年第4期30卷 86-104页

作者： Yao Yindi Yi Jun Zeng Zhibin Li Xiong Wang Chen Li Yuhang School of Communications and Information Engineering Xi'an University of Posts and TelecommunicationsXi'an 710121China School of Microelectronics Xidian UniversityXi'an 710071China School of Information and Communication Engineering Beijing University of Posts and TelecommunicationsBeijing 100876China

The effect of electrocardiogram(ECG)signal wavelet denoising depends on the optimal configuration of its control parameters and the selection of the optimal decomposition ***,the existing optimal decomposition level selection scheme has some problems,such as lack of reliable theoretical guidance and insufficient accuracy,which need to be solved *** solve this problem,this paper proposes an optimal decomposition level selection method based on multi-index fusion,which is used to select the optimal decomposition level for wavelet threshold denoising of ECG *** the stage of index selection,in order to overcome the limitation of a single evaluation index,the optimal multi-evaluation index is selected through the joint analysis of the geometric and physical significance of traditional evaluation *** the stage of index fusion,based on the method of weighting the selected multiple indexes by the information entropy weight method and the coefficient of variation method,an optimal decomposition level selection method based on the evaluation index Z is proposed to improve the accuracy of the optimal decomposition level ***,extensive experiments are carried out on the real ECG signal from the Massachusetts Institute of Technology-Beth Israel Hospital(MIT-BIH)arrhythmia database and simulated signal to test the performance of the proposed *** experimental results show that the accuracy of this method is superior to other related methods,and it can achieve better denoising effect of ECG signal.

关键词： ECG signal wavelet threshold denoising optimal decomposition level muti-index fusion

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