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A General Method for Nonlinear System Identification
Conference proceeding

A General Method for Nonlinear System Identification

Junhao Shi and Hun H Sun
1991 American Control Conference, v 1, pp 715-716
Jun 1991

Abstract

Fading Feedback loop Kernel Linear systems Neural networks Nonlinear dynamical systems Nonlinear systems Physics computing Sun Topology
A method to identify a large class of nonlinear system by a simple topology of parallel-cascaded structure is developed. This is an extension of the single branch model of the LNL(Linear-Nonlinear-Linear) structure as previously developed by the authors. Theorems are presented to prove its validity and the algorithm is developed for this general method of nonlinear system identification. A numerical example is presented to show the relative ease of this method.

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