Title :
A General Method for Nonlinear System Identification
Author :
Shi, Junhao ; Sun, Hun H.
Author_Institution :
Electrical and Computer Engineering Department, Drexel University Phila. PA 19104
Abstract :
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.
Keywords :
Fading; Feedback loop; Kernel; Linear systems; Neural networks; Nonlinear dynamical systems; Nonlinear systems; Physics computing; Sun; Topology;
Conference_Titel :
American Control Conference, 1991
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-87942-565-2