A Self-Organizing Quasi-Linear ARX RBFN Model for Nonlinear Dynamical Systems Identification

Author:

Sutrisno Imam12,Abu Jami’in Mohammad12,Hu Jinglu1,Hamiruce Marhaban Mohammad3

Affiliation:

1. Graduate School of Information, Production and Systems, Waseda University

2. Politeknik Perkapalan Negeri Surabaya, Kampus ITS Sukolilo

3. CAPER, Faculty of Engineering, Universiti Putra Malaysia

Publisher

Informa UK Limited

Reference18 articles.

1. [1] L. Ljung: System Identification: Theory for The User, 2nd ed., Prentice-Hall PTR, 1999.

2. [2] M.A. Jami'in, I. Sutrisno, and J. Hu: Deep searching for parameter estimation of the linear time invariant (LTI) system by using quasi-ARX neural network, Proceedings of The 2013 International Joint Conference on Neural Networks (IJCNN2013), pp. 2758-2762, 2013.

3. [3] H. Yu, T.T. Xie, S. Paszczynski, and B.M. Wilamowski: Advantages of radial basis function networks for dynamic system design, IEEE Trans. Ind. Electron, Vol. 58, No. 12, pp. 5438-5440, 2012.

4. [4] M.Z. Hou and X.L. Han: Constructive approximation to multivariate function by decay RBF neural network, IEEE Trans. Neural Netw., Vol. 21, No. 9, pp. 1517-1523, 2009.

5. [5] K. Dalamagkidis, K.P. Valavanis, and L.A. Piegl: Nonlinear model predictive control with neural network optimization for autonomous autorotation of small unmanned helicopters, IEEE Trans. Control Syst. Technol., Vol. 19, No. 4, pp. 818-831, 2011.

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