02 September 1996
Application of entropy and energy measures of fuzziness to heart rate variability analysis
Piotr Rozentryt, Ernest Czogała, Jacek ŁęskiMed Sci Monit 1996; 2(5): MT642-649 :: ID: 500097
Abstract
The paper deals with the application of entropy and energy measure of fuzziness to processing heart rate variability (HRV) signal. The signal is a source of important information about mechanisms regulating the heart activity. Recently it has been proved that tracing the changes of the signal is of great significance in predicting the course of numerous diseases. The variability of the heart rhythm is illustrated by means of several indices. The common feature of most indices is an assumption of the stationarity of the HRV signal. Investigations show that the majority of biological processes, including the HRV signal, are characterized by nonstationarity or at most quasi-stationarity, which significantly limits the reliability of the above mentioned indices. As a result, new methods without the above limitations have been sought, also taking into account new results in engineering. This paper presents the idea of a fuzzy signal and methods of determining the energy and entropy measures of fuzziness of such a signal. The theoretical considerations have been illustrated with digital processing of the real HRV signal.
Keywords: fuzzy signal, measures of fuzziness, processing of HRV signal
Editorial
01 July 2026 : Editorial
Editorial: The WHO Identifies Ebola Disease Due to Bundibugyo Virus as a Public Health Emergency of International Concern (PHEIC) as Vaccine Development AcceleratesDOI: 10.12659/MSM.954627
Med Sci Monit 2026; 32:e954627
In Press
Clinical Research
Comparative Effectiveness of a Nurse-Led Care Model vs Usual Care in Rheumatoid Arthritis: A Longitudinal C...Med Sci Monit In Press; DOI: 10.12659/MSM.953211
Clinical Research
Impact of Treatment Modality on Pain, Sexual Function, and Psychological Well-Being in Patients With Bartho...Med Sci Monit In Press; DOI: 10.12659/MSM.952422
Clinical Research
Association Between Radiographic Knee Osteoarthritis, Pre-Fracture Mobility, and Hip Fracture Patterns in O...Med Sci Monit In Press; DOI: 10.12659/MSM.952678
Clinical Research
Association Between Total Cholesterol–to–High-Density Lipoprotein Ratio and Gestational Hypertension: A Cas...Med Sci Monit In Press; DOI: 10.12659/MSM.952395
Most Viewed Current Articles
17 Jan 2024 : Review article 14,176,084
Vaccination Guidelines for Pregnant Women: Addressing COVID-19 and the Omicron VariantDOI :10.12659/MSM.942799
Med Sci Monit 2024; 30:e942799
13 Nov 2021 : Clinical Research 3,757,530
Acceptance of COVID-19 Vaccination and Its Associated Factors Among Cancer Patients Attending the Oncology ...DOI :10.12659/MSM.932788
Med Sci Monit 2021; 27:e932788
14 Dec 2022 : Clinical Research 2,466,116
Prevalence and Variability of Allergen-Specific Immunoglobulin E in Patients with Elevated Tryptase LevelsDOI :10.12659/MSM.937990
Med Sci Monit 2022; 28:e937990
16 May 2023 : Clinical Research 708,768
Electrophysiological Testing for an Auditory Processing Disorder and Reading Performance in 54 School Stude...DOI :10.12659/MSM.940387
Med Sci Monit 2023; 29:e940387






