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基于小波变换的心电信号噪声处理 被引量:24
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作者 张泾周 寿国法 戴冠中 《西北工业大学学报》 EI CAS CSCD 北大核心 2005年第1期11-14,共4页
以小波变换的多分辨率分析为基础 ,通过对体表心电信号 ( ECG)及其噪声的分析 ,对 ECG信号中存在的基线漂移、工频干扰及肌电干扰等几种噪声 ,设计了不同的小波消噪算法 ;并利用MIT/BIH国际标准数据库中的 ECG信号和程序模拟所产生的 EC... 以小波变换的多分辨率分析为基础 ,通过对体表心电信号 ( ECG)及其噪声的分析 ,对 ECG信号中存在的基线漂移、工频干扰及肌电干扰等几种噪声 ,设计了不同的小波消噪算法 ;并利用MIT/BIH国际标准数据库中的 ECG信号和程序模拟所产生的 ECG信号 ,分别对算法进行了仿真与实验验证。结果表明 ,算法能有效地滤除 ECG信号检测中串入的几类主要噪声 ,失真度很小 ,可满足临床分析与诊断对 展开更多
关键词 ECG信号 小波变换 基线漂移 工频干扰 肌电干扰
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Simulation study of a magnetocardiogram based on a virtual heart model:effect of a cardiac equivalent source and a volume conductor 被引量:2
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作者 寿国法 夏灵 +2 位作者 马平 唐发宽 戴灵 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第3期121-128,共8页
In this paper, we present a magnetocardiogram (MCG) simulation study using the boundary element method (BEM) and based on the virtual heart model and the realistic human volume conductor model. The different contr... In this paper, we present a magnetocardiogram (MCG) simulation study using the boundary element method (BEM) and based on the virtual heart model and the realistic human volume conductor model. The different contributions of cardiac equivalent source models and volume conductor models to the MCG are deeply and comprehensively investigated. The single dipole source model, the multiple dipoles source model and the equivalent double layer (EDL) source model are analysed and compared with the cardiac equivalent source models. Meanwhile, the effect of the volume conductor model on the MCG combined with these cardiac equivalent sources is investigated. The simulation results demonstrate that the cardiac electrophysiological information will be partly missed when only the single dipole source is taken, while the EDL source is a good option for MCG simulation and the effect of the volume conductor is smallest for the EDL source. Therefore, the EDL source is suitable for the study of MCG forward and inverse problems, and more attention should be paid to it in future MCG studies. 展开更多
关键词 virtual heart model MAGNETOCARDIOGRAM dipole source equivalent double layer source volume conductor model
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A new magneto-cardiogram study using a vector model with a virtual heart and the boundary element method 被引量:1
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作者 张琛 寿国法 +5 位作者 陆宏 华宁 唐雪正 夏灵 马平 唐发宽 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期348-352,共5页
A cardiac vector model is presented and verified, and then the forward problem for cardiac magnetic fields and electric potential are discussed based on this model and the realistic human torso volume conductor model,... A cardiac vector model is presented and verified, and then the forward problem for cardiac magnetic fields and electric potential are discussed based on this model and the realistic human torso volume conductor model, including lungs. A torso-cardiac vector model is used for a 12-lead electrocardiographic (ECG) and magneto-cardiogram (MCG) simulation study by using the boundary element method (BEM). Also, we obtain the MCG wave picture using a compound four-channel HTc.SQUID system in a magnetically shielded room. By comparing the simulated results and experimental results, we verify the cardiac vector model and then do a preliminary study of the forward problem of MCG and ECG. Therefore, the results show that the vector model is reasonable in cardiac electrophysiology. 展开更多
关键词 magneto-cardiogram cardiac vector model boundary element method realistic human torso
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