Integrated OBF-NN models for extrapolation enhancement in conventional neural networks for nonlinear systems

• Main Authors: H., Zabiri, M., Ramasamy, Lemma D, Tufa, Maulud, Abdulhalim
• Format: Conference or Workshop Item
• Published: 2011
• Subjects: TP Chemical technology
• Online Access: http://eprints.utp.edu.my/10748/1/HZabiri_aucc2011.pdf; http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6114303&tag=1; http://eprints.utp.edu.my/10748/
• Institution: Universiti Teknologi Petronas

Abstract In this paper the integration of linear and nonlinear models in parallel for nonlinear system identification is investigated. A residuals-based sequential identification algorithm using parallel integration of linear Orthornormal basis filters (OBF) and a nonlinear feedforward (MLP) N...