Journal article
Frequency domain identification of Hammerstein models
IEEE transactions on automatic control, Vol.48(4), pp.530-542
2003
DOI: 10.1109/TAC.2003.809803
Abstract
Discusses Hammerstein model identification in the frequency domain using sampled input-output data. By exploring the fundamental frequency and harmonics generated by the unknown nonlinearity, we propose a frequency domain approach and show its convergence for both the linear and nonlinear subsystems in the presence of noise. No a priori knowledge of the structure of the nonlinearity is required and the linear part can be nonparametric.
Details
- Title: Subtitle
- Frequency domain identification of Hammerstein models
- Creators
- Er-Wei BAI - Department of Electrical and Computer Engineering University of Iowa, Iowa City, IA 52242, United States
- Resource Type
- Journal article
- Publication Details
- IEEE transactions on automatic control, Vol.48(4), pp.530-542
- Publisher
- Institute of Electrical and Electronics Engineers
- DOI
- 10.1109/TAC.2003.809803
- ISSN
- 0018-9286
- eISSN
- 1558-2523
- Language
- English
- Date published
- 2003
- Academic Unit
- Electrical and Computer Engineering
- Record Identifier
- 9984083210202771
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