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Identification of an additive nonlinear system and its applications in generalized Hammerstein models
Authors:Er-Wei Bai [Author Vitae]  Kung-Sik Chan [Author Vitae]
Affiliation:a Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA 52242, USA
b Department of Statistics, University of Iowa, Iowa City, IA 52242, USA
Abstract:An identification algorithm is developed for a class of nonlinear systems that are multi-input and multi-output in an additive form. The convergence results are achieved and its applications to identification of a generalized Hammerstein system is also discussed.
Keywords:System identification   Nonlinear systems   Additive systems   Hammerstein systems
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