Single Channel Fetal ECG Detection Using LMS and RLS Adaptive Filters-中国期刊网

摘要 ECGisanimportanttoolfortheprimarydiagnosisofheartdiseases,whichshowstheelectrophysiologyoftheheart.Inourmethod,asinglematernalabdominalECGsignalistakenasaninputsignalandthematernalP-QRS-Tcomplexesoforiginalsignalisaveragedandrepeatedandtakenasareferencesignal.LMSandRLSadaptivefiltersalgorithmsareapplied.TheresultsshowedthatthefetalECGshavebeensuccessfullydetected.TheaccuracyofDaisydatabasewasupto84%ofLMSand88%ofRLSwhilePhysioNetwasupto98%and96%forLMSandRLSrespectively.

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Single Channel Fetal ECG Detection Using LMS and RLS Adaptive Filters

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Single Channel Fetal ECG Detection Using LMS and RLS Adaptive Filters

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