Regularization methods for solving third-order volterra filter with improved convergence speed: In-vivo application

Author(s):  
James Cunningham ◽  
Yi Zheng ◽  
Thyagarajan Subramanian ◽  
Mohamed Almekkawy
2006 ◽  
Vol 19 (1) ◽  
pp. 133-141 ◽  
Author(s):  
Georgeta Budura ◽  
C. Botoca

Nonlinear adaptive filtering techniques are widely used for the nonlinearities identification in many applications. This paper proposes a new implementation of the third order RLS Volterra filter based on the decomposition of the input vector. Its performances are evaluated in a typical nonlinear system identification application. Different degrees of nonlinearity for the nonlinear system are considered. Comparations, based on the adaptive filter error, are made in all cases with a linear identifier. The experimental results show that the proposed nonlinear identifier has better performances than the linear one.


2006 ◽  
Vol 45 (2B) ◽  
pp. 1084-1087
Author(s):  
Toshiyuki Nakagawa ◽  
Akira Itoh ◽  
Tomoyuki Hiura ◽  
Hiroyuki Ino

1996 ◽  
Vol 270 (5) ◽  
pp. H1649-H1654 ◽  
Author(s):  
Y. Saito ◽  
M. McKay ◽  
A. Eraslan ◽  
R. L. Hester

This study was designed to determine the role of ATP-sensitive potassium channels in the control of the arteriolar diameter during functional hyperemia. The hamster cremaster muscle was prepared for in vivo microscopy and stimulated electrically for 1 min before and after topical application of 10 microM glibenclamide to block ATP-sensitive potassium channels. Glibenclamide treatment resulted in a small, though not significant, decrease in resting arteriolar diameter (P > 0.05). Glibenclamide almost completely inhibited the vasodilation of the first-order and the third-order arterioles in response to topical application of 1 microM cromakalim (P < 0.05). During muscle stimulation, the first-order arterioles dilated from 69 +/- 3 to 89 +/- 3 microns (n = 7), and the third-order arterioles dilated from 16 +/- 1 to 35 +/- 2 microns (n = 7). In this set of experiments glibenclamide treatment resulted in a significant decrease (approximately 4 microns) in the resting diameters of the first-order arterioles, but had no significant effect on the resting diameter of third-order arterioles. Glibenclamide treatment significantly attenuated the vasodilation associated with muscle contraction to 72 +/- 3 and to 21 +/- 3 microns, respectively (P < 0.05). These results suggests that ATP-sensitive potassium channels are an important mediator in the vasodilatory response to muscle stimulation in the hamster cremaster muscle.


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