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标题：Identification of Nonlinear Systems Structured by Wiener-Hammerstein Model
其他标题：Identification of Nonlinear Systems Structured by Wiener-Hammerstein Model
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作者：A Brouri ; S Slassi
期刊名称：International Journal of Electrical and Computer Engineering
电子版ISSN：2088-8708
出版年度：2016
卷号：6
期号：1
页码：167-176
DOI：10.11591/ijece.v6i1.pp167-176
语种：English
出版社：Institute of Advanced Engineering and Science (IAES)
摘要：Wiener-Hammerstein systems consist of a series connection including a nonlinear static element sandwiched with two linear subsystems. The problem of identifying Wiener-Hammerstein models is addressed in the presence of hard nonlinearity and two linear subsystems of structure entirely unknown (asymptotically stable). Furthermore, the static nonlinearity is not required to be invertible. Given the system nonparametric nature, the identification problem is presently dealt with by developing a two-stage frequency identification method, involving simple inputs.
其他摘要：Wiener-Hammerstein systems consist of a series connection including a nonlinear static element sandwiched with two linear subsystems. The problem of identifying Wiener-Hammerstein models is addressed in the presence of hard nonlinearity and two linear subsystems of structure entirely unknown (asymptotically stable). Furthermore, the static nonlinearity is not required to be invertible. Given the system nonparametric nature, the identification problem is presently dealt with by developing a two-stage frequency identification method, involving simple inputs.
关键词：Identification; Control systems; Power and energies;Hard nonlinearity; Frequency system identification; Hammerstein models; Wiener models