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时频分析在心电信号分析中的应用
引用本文:宋智,李焱淼.时频分析在心电信号分析中的应用[J].大连铁道学院学报,2010(2):56-59.
作者姓名:宋智  李焱淼
作者单位:大连交通大学电气信息学院;大连交通大学理学院;
摘    要:从理论上研究了时频分析方法中的短时傅立叶变换和W inger-V ille分布,并对正常心电信号和心室纤维颤动心电信号进行了仿真试验.仿真结果表明,利用时频分析方法研究时变的非平稳信号的特征变化是有效的,可以为临床诊断提供更充分的诊断依据.

关 键 词:时频分析  心电信号  短时傅立叶变换  Winger-Ville分布

Study of Time-Fequency Analysis and Application in ECG Analysis
SONG Zhi,LI Yan-miao.Study of Time-Fequency Analysis and Application in ECG Analysis[J].Journal of Dalian Railway Institute,2010(2):56-59.
Authors:SONG Zhi  LI Yan-miao
Institution:SONG Zhi1,LI Yan-miao2(1.School of Electrical , Information Engineering,Dalian Jiaotong University,Dalian 116028,China,2.School of Mathematics & Physics,China)
Abstract:STFT and Winger-Ville distribution were analyzed,and the simulations of normal ECG and ventricular fibrillation ECG were conducted.The simulation results show that it is effective to use time-frequency analysis to study characteristic changes of time variant non-stationary signals,which can provide more diagnostic evidence for clinical diagnosis.
Keywords:time-frequency analysis  ECG  STFT  Winger-Ville distribution  
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