{"title":"基于节距同步小波的胎儿心电提取","authors":"A. Elloumi, Z. Lachiri, N. Ellouze","doi":"10.1109/ISCCSP.2004.1296269","DOIUrl":null,"url":null,"abstract":"This paper proposes a new fetal electrocardiogram (FECG) extraction method using two pass pitch synchronous wavelet transform (PSWT). This representation is based on a modelling concept which is able to capture period to period fluctuations of the signal by means of basis elements that are comb-like in the frequency domain. The essence of the two pass approach involves first estimating the maternal ECG from a corrupted abdominal cutaneaous recording using a pitch synchronous decomposition. Based on this estimation, a second iteration is performed in order to recover the desired fetal ECG components. The performance of the proposed technique is evaluated on a variety of ECG signals. Experimental results show the accuracy of the proposed technique especially in low fetal ECG power circumstance.","PeriodicalId":146713,"journal":{"name":"First International Symposium on Control, Communications and Signal Processing, 2004.","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2004-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Pitch synchronous wavelet based fetal ECG extraction\",\"authors\":\"A. Elloumi, Z. Lachiri, N. Ellouze\",\"doi\":\"10.1109/ISCCSP.2004.1296269\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a new fetal electrocardiogram (FECG) extraction method using two pass pitch synchronous wavelet transform (PSWT). This representation is based on a modelling concept which is able to capture period to period fluctuations of the signal by means of basis elements that are comb-like in the frequency domain. The essence of the two pass approach involves first estimating the maternal ECG from a corrupted abdominal cutaneaous recording using a pitch synchronous decomposition. Based on this estimation, a second iteration is performed in order to recover the desired fetal ECG components. The performance of the proposed technique is evaluated on a variety of ECG signals. Experimental results show the accuracy of the proposed technique especially in low fetal ECG power circumstance.\",\"PeriodicalId\":146713,\"journal\":{\"name\":\"First International Symposium on Control, Communications and Signal Processing, 2004.\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2004-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"First International Symposium on Control, Communications and Signal Processing, 2004.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCCSP.2004.1296269\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"First International Symposium on Control, Communications and Signal Processing, 2004.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCCSP.2004.1296269","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Pitch synchronous wavelet based fetal ECG extraction
This paper proposes a new fetal electrocardiogram (FECG) extraction method using two pass pitch synchronous wavelet transform (PSWT). This representation is based on a modelling concept which is able to capture period to period fluctuations of the signal by means of basis elements that are comb-like in the frequency domain. The essence of the two pass approach involves first estimating the maternal ECG from a corrupted abdominal cutaneaous recording using a pitch synchronous decomposition. Based on this estimation, a second iteration is performed in order to recover the desired fetal ECG components. The performance of the proposed technique is evaluated on a variety of ECG signals. Experimental results show the accuracy of the proposed technique especially in low fetal ECG power circumstance.