H. Zabiri, M. S. Fadzil, Y. C. Bong, L. D. Tufa, M. Ramasamy, "Parallel OBF-Wavelet Network Model for Nonlinear Systems Identification," WSEAS Transactions on Systems and Control, vol. 9, pp. 285-290, 2014, DOI:
H. Zabiri, M. S. Fadzil, Y. C. Bong, L. D. Tufa, M. Ramasamy. Parallel OBF-Wavelet Network Model for Nonlinear Systems Identification.
WSEAS Transactions on Systems and Control. 2014;9:285-290.
WSEAS Transactions on Systems and Control
Print ISSN: 1991-8763, E-ISSN: 2224-2856
Volume 9, 2014
Parallel OBF-Wavelet Network Model for Nonlinear Systems Identification
Authors: , , , ,
Abstract: In the present work, a linear Orthonormal Basis Filters (OBF) model is integrated with nonlinear Wavelet Network (WN) model in parallel structure for nonlinear systems identification. The overall nonlinear model is taken as the sum of these two models and analyzed using two case studies. The effectiveness and the model performance within the model development region as well as under extrapolating conditions are studied. The results showed that the proposed parallel OBF-WN performed better than other conventional models in both regions of operations.
Pages: 285-290 WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 9, 2014, Art. #30 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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