Nonlinear System Identification by Haar Wavelets pdf epub mobi txt 电子书 下载 2025
- 小波
- Nonlinear System Identification
- Haar Wavelets
- System Modeling
- Adaptive Systems
- Signal Processing
- Wavelet Analysis
- Machine Learning
- Control Theory
- Time Series Analysis
- Mathematical Modeling
具体描述
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.
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