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,
, is derived for a nonlinear system with a finite number of power-law devices. The identification of
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
. Solution of these equations uniquely determines
. An example of the practical application of the technique to a common emitter amplifier is presented.
, is derived for a nonlinear system with a finite number of power-law devices. The identification of
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
. Solution of these equations uniquely determines
. 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
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