DocumentCode :
1183303
Title :
Identification of weakly nonlinear systems using input and output measurements
Author :
Ewen, Edward J. ; Weiner, Donald D.
Volume :
27
Issue :
12
fYear :
1980
fDate :
12/1/1980 12:00:00 AM
Firstpage :
1255
Lastpage :
1261
Abstract :
A new identification technique for a class of weakly nonlinear systems whose behavior is adequately characterized in terms of a finite Volterra functional series is presented. Application of the identification technique results in a complete specification of the nonlinear impulse responses which describe a weakly nonlinear system. The identification technique is a "black box" procedure in that only measurements at the system input and output terminals are required. A functional form for the second-order impulse response, h_2(t_1, t_2) , is derived for a nonlinear system with a finite number of power-law devices. The identification of h_2(t_1, t_2) is accomplished by exciting the system with a sum of exponentially decaying signals and appropriately processing the input and output signals using the pencil-of-functions system identification approach. This results in a complete set of linear equations involving all the parameters of h_2(t_1, t_2) . Solution of these equations uniquely determines h_2(t_l, t_2) . An example of the practical application of the technique to a common emitter amplifier is presented.
Keywords :
Nonlinear circuits and systems; Nonlinear systems; System identification; Ear; Electronic equipment; Linear systems; Nonlinear equations; Nonlinear systems; Power system modeling; Signal processing; System identification; Time measurement; Transfer functions;
fLanguage :
English
Journal_Title :
Circuits and Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-4094
Type :
jour
DOI :
10.1109/TCS.1980.1084774
Filename :
1084774
Link To Document :
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