Title :
Autoregressive spectral modeling of Motor Unit Action Potentials: Preliminary findings
Author :
Elia, A. ; Pattichis, C. ; Fincham, W. ; Spanias, A. ; Middleton, L.
Author_Institution :
Higher Tech. Inst., Nicosia, Cyprus
fDate :
Oct. 29 1992-Nov. 1 1992
Abstract :
Autoregressive (AR) spectral modeling of Motor Unit Action Potentials (MUAPs) has been suggested in the past but not thoroughly investigated. In this study AR spectral modeling was applied on MUAPs recorded from the biceps muscle. The AR parameters were estimated using the Yule-Walker, Burg, and Modified Covariance methods. Findings suggest that a similar spectral envelope was obtained by the Burg and the Modified Covariance methods of order 12.
Keywords :
autoregressive processes; cellular biophysics; muscle; physiological models; Yule-Walker; autoregressive spectral modeling; bicep muscle; modified covariance methods; motor unit action potentials; similar spectral envelope; Electromyography;
Conference_Titel :
Engineering in Medicine and Biology Society, 1992 14th Annual International Conference of the IEEE
Conference_Location :
Paris
Print_ISBN :
0-7803-0785-2
DOI :
10.1109/IEMBS.1992.5761878