Przemyslaw Sliwinski

(Author)

Nonlinear System Identification by Haar Wavelets (2013)Paperback - 2013, 12 October 2012

Nonlinear System Identification by Haar Wavelets (2013)
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Part of Series
Lecture Notes in Statistics
Print Length
139 pages
Language
English
Publisher
Springer
Date Published
12 Oct 2012
ISBN-10
3642293956
ISBN-13
9783642293955

Description

​In order to precisely model real-life systems or man-made devices, both nonlinear and dynamic properties need to be taken into account. The generic, black-box model based on Volterra and Wiener series is capable of representing fairly complicated nonlinear and dynamic interactions, however, the resulting identification algorithms are impractical, mainly due to their computational complexity. One of the alternatives offering fast identification algorithms is the block-oriented approach, in which systems of relatively simple structures are considered. The book provides nonparametric identification algorithms designed for such systems together with the description of their asymptotic and computational properties. ​ ​

Product Details

Author:
Przemyslaw Sliwinski
Book Edition:
2013
Book Format:
Paperback
Country of Origin:
NL
Date Published:
12 October 2012
Dimensions:
22.86 x 15.49 x 1.27 cm
ISBN-10:
3642293956
ISBN-13:
9783642293955
Language:
English
Location:
Berlin, Heidelberg
Pages:
139
Publisher:
Weight:
226.8 gm

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