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Nonlinear System Identification by Haar Wavelets, Paperback by Sliwinski, Przemyslaw, ISBN 3642293956, ISBN-13 9783642293955, Brand New, Free shipping in the US
?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. Th provides nonparametric identification algorithms designed for such systems together with the description of their asymptotic and computational properties. ? ?
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