Identification of Nonlinear Systems Using Parallel Laguerre-NN Model ������ ����

• Main Authors: H., Zabiri, M., Ramasamy, T. D. , Lemma, Maulud, Abdulhalim
• Format: Citation Index Journal
• Published: 2013
• Subjects: Q Science (General); TP Chemical technology
• Online Access: http://eprints.utp.edu.my/10746/1/AMR.785-786.1430.pdf; http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V4N-4JD0H11-1&_user=1196560&_coverDate=08%2F31%2F2006&_rdoc=1&_fmt=high&_orig=search&_origin=search&_sort=d&_docanchor=&view=c&_searchStrId=1590310395&_rerunOrigin=google&_acct=C000048039&_version; http://eprints.utp.edu.my/10746/
• Institution: Universiti Teknologi Petronas

In this paper, a nonlinear system identification framework using parallel linear-plus-neural networks model is developed. The framework is established by combining a linear Laguerre filter model and a nonlinear neural networks (NN) model in a parallel structure. The main advantage of the proposed...