The use of lossless compression in the process of post-filtration smoothing of an ECG distorted by high muscle noise

Кривенко, С. А.; Pulavskyi, A. A.; Kryvenko, L. S.; Posokhov, M. F.; Krivenko, S. S.

Публікація:
The use of lossless compression in the process of post-filtration smoothing of an ECG distorted by high muscle noise

dc.contributor.author	Кривенко, С. А.
dc.contributor.author	Pulavskyi, A. A.
dc.contributor.author	Kryvenko, L. S.
dc.contributor.author	Posokhov, M. F.
dc.contributor.author	Krivenko, S. S.
dc.date.accessioned	2020-08-14T09:36:19Z
dc.date.available	2020-08-14T09:36:19Z
dc.date.issued	2020
dc.description.abstract	The electrocardiogram (ECG) of the first lead, obtained using portable signal collection tools is noise sensitive. One of the most common and poorly filterable types of noise is muscle artefact. As a result of the simulation, a criterion was found that identifies situations in which the use of kernel-based ECG smoothing after the filtering stage is relevant. This criterion is based on the difference in compression coefficients of the ECG smoothed after filtering and filtered ECG. The use of post-filtering smoothing is recommended if this difference is greater than zero. In this case, post-filtering smoothing improves signal quality in terms of mean-square error. The correctness of the criterion was confirmed on real ECG results (MIT-BIH Arrhythmia Database), distorted by real muscle artefact (MIT-BIH Noise Stress Test Database).	uk_UA
dc.identifier.citation	A. A. Pulavskyi, L. S. Kryvenko, M. F. Posokhov, S. A. Krivenko and S. S. Krivenko, "The use of lossless compression in the process of post-filtration smoothing of an ECG distorted by high muscle noise," 2020 IEEE 40th International Conference on Electronics and Nanotechnology (ELNANO), Kyiv, Ukraine, 2020, pp. 405-408, doi: 10.1109/ELNANO50318.2020.9088806.	uk_UA
dc.identifier.uri	http://openarchive.nure.ua/handle/document/12687
dc.language.iso	en_US	uk_UA
dc.publisher	IEEE	uk_UA
dc.relation.ispartofseries	;DOI: 10.1109/ELNANO50318.2020.9088806
dc.subject	electrocardiography	uk_UA
dc.subject	filtering theory	uk_UA
dc.subject	medical signal processing	uk_UA
dc.title	The use of lossless compression in the process of post-filtration smoothing of an ECG distorted by high muscle noise	uk_UA
dc.type	Conference proceedings	uk_UA
dspace.entity.type	Publication