書目名稱 | Nonlinear System Identification by Haar Wavelets |
編輯 | Przemys?aw ?liwiński |
視頻video | http://file.papertrans.cn/668/667716/667716.mp4 |
概述 | Provides nonparametric algorithms based on standard and unbalanced Haar bases.Demonstrates applicability of nonlinear approximation schemes to nonlinear system identification.Offers fast identificatio |
叢書名稱 | Lecture Notes in Statistics |
圖書封面 |  |
描述 | ?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. ? ? |
出版日期 | Book 2013 |
關(guān)鍵詞 | Haar bases; computational algorithms; nonlinear approximation; nonlinear system identification; nonparam |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-29396-2 |
isbn_softcover | 978-3-642-29395-5 |
isbn_ebook | 978-3-642-29396-2Series ISSN 0930-0325 Series E-ISSN 2197-7186 |
issn_series | 0930-0325 |
copyright | Springer-Verlag Berlin Heidelberg 2013 |