Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals
Advanced signal processing methods are one of the fastest developing scientific and technical areas of biomedical engineering with increasing usage in current clinical practice. This paper presents an extensive literature review of the methods for the digital signal processing of cardiac bioelectric...
| Published in: | Sensors |
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| Main Authors: | , , , , , , |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2021-07-01
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| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/21/15/5186 |
| _version_ | 1850142164644790272 |
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| author | Radek Martinek Martina Ladrova Michaela Sidikova Rene Jaros Khosrow Behbehani Radana Kahankova Aleksandra Kawala-Sterniuk |
| author_facet | Radek Martinek Martina Ladrova Michaela Sidikova Rene Jaros Khosrow Behbehani Radana Kahankova Aleksandra Kawala-Sterniuk |
| author_sort | Radek Martinek |
| collection | DOAJ |
| container_title | Sensors |
| description | Advanced signal processing methods are one of the fastest developing scientific and technical areas of biomedical engineering with increasing usage in current clinical practice. This paper presents an extensive literature review of the methods for the digital signal processing of cardiac bioelectrical signals that are commonly applied in today’s clinical practice. This work covers the definition of bioelectrical signals. It also covers to the extreme extent of classical and advanced approaches to the alleviation of noise contamination such as digital adaptive and non-adaptive filtering, signal decomposition methods based on blind source separation and wavelet transform. |
| format | Article |
| id | doaj-art-ffaebff6f5ff46e780707cd95224dd4e |
| institution | Directory of Open Access Journals |
| issn | 1424-8220 |
| language | English |
| publishDate | 2021-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| spelling | doaj-art-ffaebff6f5ff46e780707cd95224dd4e2025-08-19T23:48:45ZengMDPI AGSensors1424-82202021-07-012115518610.3390/s21155186Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac SignalsRadek Martinek0Martina Ladrova1Michaela Sidikova2Rene Jaros3Khosrow Behbehani4Radana Kahankova5Aleksandra Kawala-Sterniuk6FEECS, Department of Cybernetics and Biomedical Engineering, VSB-Technical University Ostrava, 708 00 Ostrava, Czech RepublicFEECS, Department of Cybernetics and Biomedical Engineering, VSB-Technical University Ostrava, 708 00 Ostrava, Czech RepublicFEECS, Department of Cybernetics and Biomedical Engineering, VSB-Technical University Ostrava, 708 00 Ostrava, Czech RepublicFEECS, Department of Cybernetics and Biomedical Engineering, VSB-Technical University Ostrava, 708 00 Ostrava, Czech RepublicCollege of Engineering, The University of Texas in Arlington, Arlington, TX 76019, USAFEECS, Department of Cybernetics and Biomedical Engineering, VSB-Technical University Ostrava, 708 00 Ostrava, Czech RepublicFaculty of Electrical Engineering, Automatic Control and Informatics, Opole University of Technology, 45-758 Opole, PolandAdvanced signal processing methods are one of the fastest developing scientific and technical areas of biomedical engineering with increasing usage in current clinical practice. This paper presents an extensive literature review of the methods for the digital signal processing of cardiac bioelectrical signals that are commonly applied in today’s clinical practice. This work covers the definition of bioelectrical signals. It also covers to the extreme extent of classical and advanced approaches to the alleviation of noise contamination such as digital adaptive and non-adaptive filtering, signal decomposition methods based on blind source separation and wavelet transform.https://www.mdpi.com/1424-8220/21/15/5186biomedical signalscardiac signalselectrocardiographyvectorcardiographyfetal electrocardiography |
| spellingShingle | Radek Martinek Martina Ladrova Michaela Sidikova Rene Jaros Khosrow Behbehani Radana Kahankova Aleksandra Kawala-Sterniuk Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals biomedical signals cardiac signals electrocardiography vectorcardiography fetal electrocardiography |
| title | Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals |
| title_full | Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals |
| title_fullStr | Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals |
| title_full_unstemmed | Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals |
| title_short | Advanced Bioelectrical Signal Processing Methods: Past, Present and Future Approach—Part I: Cardiac Signals |
| title_sort | advanced bioelectrical signal processing methods past present and future approach part i cardiac signals |
| topic | biomedical signals cardiac signals electrocardiography vectorcardiography fetal electrocardiography |
| url | https://www.mdpi.com/1424-8220/21/15/5186 |
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