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portada A Computational Procedure for Identifying Bilinear Representations of Nonlinear Systems Using Volterra Kernels
Type
Physical Book
Author
Publisher
Language
English
Pages
136
Format
Paperback
Dimensions
24.6x18.9x0.7 cm
Weight
0.25 kg.
ISBN13
9781287223788
Categories

A Computational Procedure for Identifying Bilinear Representations of Nonlinear Systems Using Volterra Kernels

Nasa Technical Reports Server (Ntrs) (Author) · Bibliogov · Paperback

A Computational Procedure for Identifying Bilinear Representations of Nonlinear Systems Using Volterra Kernels - Nasa Technical Reports Server (Ntrs)

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Synopsis "A Computational Procedure for Identifying Bilinear Representations of Nonlinear Systems Using Volterra Kernels"

A computational procedure for identifying the state-space matrices corresponding to discrete bilinear representations of nonlinear systems is presented. A key feature of the method is the use of first- and second-order Volterra kernels (first- and second-order pulse responses) to characterize the system. The present method is based on an extension of a continuous-time bilinear system identification procedure given in a 1971 paper by Bruni, di Pillo, and Koch. The analytical and computational considerations that underlie the original procedure and its extension to the title problem are presented and described, pertinent numerical considerations associated with the process are discussed, and results obtained from the application of the method to a variety of nonlinear problems from the literature are presented. The results of these exploratory numerical studies are decidedly promising and provide sufficient credibility for further examination of the applicability of the method.

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