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Identification of nonlinear systems in frequency domain

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dc.contributor.author Shanmugam, K. Sam en_US
dc.contributor.author Jong, M.T. en_US
dc.date.accessioned 2011-12-21T20:17:33Z
dc.date.available 2011-12-21T20:17:33Z
dc.date.issued 1975-11-01 en_US
dc.identifier.citation Shanmugam, K.S.; Jong, M.T.; , "Identification of Nonlinear Systems in Frequency Domain," Aerospace and Electronic Systems, IEEE Transactions on , vol.AES-11, no.6, pp.1218-1225, Nov. 1975 doi: 10.1109/TAES.1975.308179 en_US
dc.identifier.issn 0018-9251 en_US
dc.identifier.uri http://doi.dx.org/10.1109/TAES.1975.308179 en_US
dc.identifier.uri http://hdl.handle.net/10057/4103
dc.description The full text of this article is not available on SOAR. WSU users can access the article via IEEE Xplore database licensed by University Libraries: http://libcat.wichita.edu/vwebv/holdingsInfo?bibId=1045954 en_US
dc.description.abstract A frequency domain technique for identifying a class of nonlinear systems is presented. The class of nonlinear systems we consider in this paper consists of a power series nonlinearity sandwiched between two linear systems and the problem we address is one of identifying the transfer functions of the linear systems and the coefficients of the power series nonlinearity from the terminal behavior of the system. The identification procedure is based on a frequency domain model of the nonlinear system. The system is modeled by a set of nonlinear transfer functions in the frequency domain and the relationships between the transfer functions of the linear system, the power series coefficients of the nonlinearity, and the nonlinear transfer functions of the system are developed. The identification procedure is based on a simple algorithm for factoring the non-linear transfer functions of the system. The experimental data required for applying our identification procedure consists of the amplitude response of the system to multitone sinusoidal input. A minimum phase transfer function in a single variable is used to approximate the experimental data and the repeated application of the factoring algorithm leads to the identification of the system. Examples illustrating the use of the proposed procedure are also presented. en_US
dc.language.iso en_US en_US
dc.publisher IEEE en_US
dc.relation.ispartofseries Aerospace and Electronic Systems, IEEE Transactions on , vol.AES-11, no.6, pp.1218-1225 en_US
dc.subject Aerospace and electronic systems en_US
dc.subject Frequency domain analysis en_US
dc.subject Frequency response en_US
dc.subject Power system modeling en_US
dc.subject Radar imaging en_US
dc.subject Radar tracking en_US
dc.subject Tracking loops en_US
dc.subject Transfer functions en_US
dc.title Identification of nonlinear systems in frequency domain en_US
dc.type Article en_US
dc.description.version Peer reviewed article en_US
dc.rights.holder © IEEE, 1975 en_US

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