DocumentCode :
858103
Title :
On the use of growing harmonic exponentials to identify static nonlinear operators
Author :
Lory, H.J. ; Lai, D.C. ; Huggins, W.
Author_Institution :
Johns Hopkins University, Baltimore, MD, USA
Volume :
4
Issue :
2
fYear :
1959
fDate :
11/1/1959 12:00:00 AM
Firstpage :
91
Lastpage :
99
Abstract :
The following paper describes a method of obtaining a polynomial characteristic function for a nonlinear static system. This function, F(x) = hx + mx^{2} + dx^{3} , is obtained by the application of a growing exponential x = \\exp(t) to the input of the system and the filtering of the output h \\exp(t) + m \\exp(2t) + d \\exp(3t) , into its separate components h \\exp(t), m \\exp(2t) , and d \\exp(3t) . The values of these three components at t = 0 are the polynomial coefficients h, m , and d respectively. The identification of systems not exactly describable by a cubic gives rise to an error minimization problem; the technique described in this paper minimizes the weighted mean-square error, with a weighting function 1/x . This method is compared with the more widely known sinusoidal analysis of nonlinear systems. Experimental results are given.
Keywords :
Eigenvalues and eigenfunctions; Filtering; Filtration; Frequency; Instruments; Nonlinear dynamical systems; Nonlinear systems; Polynomials; Power harmonic filters; Testing;
fLanguage :
English
Journal_Title :
Automatic Control, IRE Transactions on
Publisher :
ieee
ISSN :
0096-199X
Type :
jour
DOI :
10.1109/TAC.1959.1104853
Filename :
1104853
Link To Document :
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