Orthogonal Wavelet Networks for Nonlinear Dynamic System Identification
| Autor: | Sun You-xian, Song Zhi-huan, Li Ping |
|---|---|
| Rok vydání: | 1995 |
| Předmět: |
Discrete wavelet transform
Theoretical computer science Second-generation wavelet transform Multiresolution analysis MathematicsofComputing_NUMERICALANALYSIS ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Wavelet transform Data_CODINGANDINFORMATIONTHEORY Wavelet packet decomposition Orthogonal wavelet Wavelet Fast wavelet transform Algorithm Mathematics |
| Zdroj: | IFAC Proceedings Volumes. 28:151-155 |
| ISSN: | 1474-6670 |
| Popis: | This paper first reviews wavelet transforms and multiresolution analysis. Then, the structures and learning algorithms of orthogonal wavelet networks(OWN) are discussed. The orthogonal wavelets are used as activation functions of the hide nodes. Finally, nonlinear dynamic system identification using the orthogonal wavelet networks is investigated. Computer simulations verify the theoretical result. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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