Nancy Betancourt, Marco J. Flores-Calero, Carlos Almeida
{"title":"ECG Denoising by using FIR and IIR Filtering Techniques: An Experimental Study","authors":"Nancy Betancourt, Marco J. Flores-Calero, Carlos Almeida","doi":"10.1145/3340074.3340088","DOIUrl":null,"url":null,"abstract":"In this work an experimental study is presented by verifying the performance of the FIR and IIR filters. These techniques have been used to eliminate the different types of intrinsic noise of the ECG signal. In order to measure the quality of the filters the MIT-BIH database and the metrics, percentage root mean square difference (PRD), signal to noise ratio (SNR) and mean square error (MSE) have been used. The results indicate that the filter IIR 7 has better quality to eliminate power line interference and base line wander.","PeriodicalId":196396,"journal":{"name":"Proceedings of the 2019 11th International Conference on Bioinformatics and Biomedical Technology","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2019 11th International Conference on Bioinformatics and Biomedical Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3340074.3340088","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5
Abstract
In this work an experimental study is presented by verifying the performance of the FIR and IIR filters. These techniques have been used to eliminate the different types of intrinsic noise of the ECG signal. In order to measure the quality of the filters the MIT-BIH database and the metrics, percentage root mean square difference (PRD), signal to noise ratio (SNR) and mean square error (MSE) have been used. The results indicate that the filter IIR 7 has better quality to eliminate power line interference and base line wander.
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