Title :
Investigations of cardiac rhythm fluctuation using the DFA method
Author :
Slabu, L. ; Negoita, Catalina ; Sandu, Anca ; Amariei, Liviu ; Corduneanu, Constantin ; Grosu, Loan
Author_Institution :
Fac. of Med. Bioeng., Univ. of Medicine & Pharmacy GR.T. Popa, Iasi, Romania
Abstract :
Considering the highly nonlinear and non stationary features of the ECG signal proven by latest researches, the most appropriate methods of analysis are based also on the nonlinear dynamics; we used a modified root mean square analysis of a random walk, named detrended fluctuations analysis (DFA), which proved efficacy as a diagnostic tool and advantages over existing related methods. Our studies were conducted on two groups of young and old subjects, in total 24 patients, with the different behavior being related to the underlying dynamics of the heartbeat. We compare the data results using the DFA method: first when a line segment is fitted and second, when a quadratic polynomial is fitted in the least-squares sense Applications of this analysis may lead to new and safe diagnosis for patients and to evaluation of the patient status in systemic diseases that may affect in time the cardiovascular system
Keywords :
biocontrol; cardiovascular system; diseases; electrocardiography; fluctuations; geriatrics; least mean squares methods; medical signal processing; nonlinear dynamical systems; polynomial approximation; time series; DFA method; ECG signal; cardiac rhythm fluctuation; cardiovascular system; detrended fluctuations analysis; diagnostic tool; heartbeat; highly nonlinear features; least-squares sense; line segment; modified root mean square analysis; nonlinear dynamics; nonstationary features; old subjects; patient status; quadratic polynomial; random walk; systemic diseases; young subjects; Cardiac disease; Cardiovascular diseases; Doped fiber amplifiers; Electrocardiography; Fluctuations; Heart beat; Polynomials; Rhythm; Root mean square; Signal analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Conference_Location :
Istanbul
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1018985
