Title :
The Use of Walsh Functions in the Wiener Analysis of Nonlinear Systems
Author :
French, Andrew S. ; Butz, Edward G.
Author_Institution :
Department of Physiology, University of Alberta
fDate :
3/1/1974 12:00:00 AM
Abstract :
A powerful means of analyzing nonlinear systems is provided by the Wiener functional expansion. However, this technique has not been implemented widely in experimental situations because of the difficulties associated with measuring the kernels of the system, which constitutes the analysis problem. A new method of measuring the kernels is described here in which the Walsh functions are used as the set of orthogonal functions with which the kernels are expanded. The multiplicative properties of the Walsh functions and the fast Walsh-Fourier transform make the measurement scheme very efficient.
Keywords :
Dyadic kernels, nonlinear system analysis, Walsh function expansion, Weiner functional expansion.; Electronic circuits; Fast Fourier transforms; Filters; Frequency domain analysis; Frequency measurement; Kernel; Mathematics; Nonlinear systems; Physiology; White noise; Dyadic kernels, nonlinear system analysis, Walsh function expansion, Weiner functional expansion.;
Journal_Title :
Computers, IEEE Transactions on
DOI :
10.1109/T-C.1974.223916
