Nonparametric System Identification

Nonparametric System Identification

by Wlodzimierz Greblicki, Miroslaw Pawlak


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Product Details

ISBN-13: 9781107410626
Publisher: Cambridge University Press
Publication date: 10/04/2012
Pages: 400
Product dimensions: 7.01(w) x 10.00(h) x 0.83(d)

About the Author

Włodzimierz Greblicki is a professor at the Institute of Computer Engineering, Control, and Robotics at the Wrocław University of Technology, Poland.

Mirosław Pawlak is a professor in the Department of Electrical and Computer Engineering at the University of Manitoba, Canada. He was awarded his PhD in 1982 from the Wrocław University of Technology, Poland. Both authors have published extensively over the years in the area of non-parametric theory and applications.

Table of Contents

1. Introduction; 2. Discrete-time Hammerstein systems; 3. Kernel algorithms; 4. Semi-recursive kernel algorithms; 5. Recursive kernel algorithms; 6. Orthogonal series algorithms; 7. Algorithms with ordered observations; 8. Continuous-time Hammerstein systems; 9. Discrete-time Wiener systems; 10. Kernel and orthogonal series algorithms; 11. Continuous-time Wiener system; 12. Other block-oriented nonlinear systems; 13. Multivariate nonlinear block-oriented systems; 14. Semiparametric identification; Appendices.

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