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Research on the method of ECG denoising based on improved wavelet packet
Shi G(石刚); Gao YH(高煜晗); Rong L(荣亮)
作者部门工业控制网络与系统研究室
会议名称2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
会议日期June 8-12, 2015
会议地点Shenyang, China
会议录名称2015 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER)
出版者IEEE
出版地Piscataway, NJ, USA
2015
页码1425-1428
收录类别EI ; CPCI(ISTP)
EI收录号20161402187596
WOS记录号WOS:000380502300259
产权排序1
ISSN号2379-7711
ISBN号978-1-4799-8730-6
关键词Wavelet Analysis Denoising Ecg Interference
摘要In order to solve the noising problems caused of the baseline drift interference, frequency interference, and EMG (electromyogram) interference in the ECG (electrocardiogram) signal, in this paper, an improved wavelet packet denoising algorithm is proposed, based on the analysis of the characteristic of ECG signal. For removing the baseline drift and the part of EMG interference in ECG signal, we adopt the Wavelet packet algorithm, however, for the removal of noise from frequency interference and part of the EMG interference, the method of threshold denoising is proposed. Simulation researches show that the denoising capability of improved wavelet packet algorithm is better than the digital filter, Mallat algorithm, the wavelet transform threshold method, and the wavelet packet algorithm.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/17386
专题工业控制网络与系统研究室
作者单位1.Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China
2.Shenyang Jianzhu University, Shenyang, China
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Shi G,Gao YH,Rong L. Research on the method of ECG denoising based on improved wavelet packet[C]. Piscataway, NJ, USA:IEEE,2015:1425-1428.
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