标题:ECG denoising based on MP algorithm
作者:Wei A-ying
通讯作者:Wei, AY
作者机构:[Wei, AY]Shandong Univ Sci & Technol, Qingdao 266590, Peoples R China.
会议名称:2nd International Conference on Mechatronics and Control Engineering (ICMCE 2013)
会议日期:AUG 28-29, 2013
来源:ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3
出版年:2013
卷:433-435
页码:510-513
DOI:10.4028/www.scientific.net/AMM.433-435.510
关键词:ECG denosing; Gabor dictionary; MP
摘要:The electrocardiogram (ECG) signal is an important basis of diagnosing cardiopathy. It is very important to remove the noises of the signal before the use. Matching pursuit (MP) algorithm uses overcomplete dictionary to decompose the signal, so it can reflect the properties of the signal. In this paper we denoise the ECG signal using MP algorithm,whose dictionary is composed of Gabor atoms.The experiment simulation results show that the proposed method has a good denosing effect.
收录类别:CPCI-S;EI
WOS核心被引频次:1
资源类型:会议论文
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