Conference proceeding
An optimal two stage identification algorithm for Hammerstein-Wiener nonlinear systems
Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207), Vol.5, pp.2756-2760 vol.5
1998
DOI: 10.1109/ACC.1998.688354
Abstract
An optimal two stage identification algorithm is presented for Hammerstein-Wiener systems where two static nonlinear elements surround a linear block. The proposed algorithm consists of two steps: The first one is the recursive least squares and the second one is the singular value decomposition of two matrices whose dimensions are fixed and do not increase as the number of the data point increases. Moreover, the algorithm is shown to be convergent in the absence of noise and convergent with probability one in the presence of white noise.
Details
- Title: Subtitle
- An optimal two stage identification algorithm for Hammerstein-Wiener nonlinear systems
- Creators
- Er-Wei Bai - Dept. of Electr. & Comput. Eng., Iowa Univ., Iowa City, IA, USA
- Resource Type
- Conference proceeding
- Publication Details
- Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207), Vol.5, pp.2756-2760 vol.5
- Publisher
- IEEE
- DOI
- 10.1109/ACC.1998.688354
- ISSN
- 0743-1619
- eISSN
- 2378-5861
- Language
- English
- Date published
- 1998
- Academic Unit
- Electrical and Computer Engineering
- Record Identifier
- 9984197260402771
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