Adaptive decentralized sliding mode neural network control of a class of nonlinear interconnected systems

International Journal of Innovative Computing, Information and Control

Volumn 9, Issue 7, 2013, Pages 2941-2947

  Sefriti, Selma ^a   Boumhidi, Jaouad ^b   Benyakhlef, Majid ^c   Boumhidi, Ismail ^a  

^a SIDI MOHAMED BEN ABDELLAH UNIVERSITY   (Morocco)

^b SIDI MOHAMED BEN ABDELLAH UNIVERSITY   (Morocco)

^c SIDI MOHAMED BEN ABDELLAH UNIVERSITY   (Morocco)

Author keywords

Adaptive decentralized control; Interconnected nonlinear systems; Neural network; Sliding mode control

Indexed keywords

CONTROL ACTIONS; INTERCONNECTED NONLINEAR SYSTEMS; LARGE-SCALE INTERCONNECTED SYSTEMS; LYAPUNOV THEORIES; NEURAL NETWORK (NN); NEURAL NETWORK CONTROL; NONLINEAR INTERCONNECTED SYSTEMS; SWITCHING GAIN;

DECENTRALIZED CONTROL; SLIDING MODE CONTROL;

NEURAL NETWORKS;

EID: 84880075566     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. A. Data, Performance improvement in decentralized adaptive control, a modified model reference scheme, IEEE Trans. Automatic Contr., vol.38, pp.1717-1722, 1993.
2. E. Kim and H. Lee, New approaches to relaxed quadratic stability condition of fuzzy control systems, IEEE Trans. Fuzzy Syst., vol.8, pp.523-534, 2000.
3. L. C. Fu, Robust adaptive decentralized control of robot manipulators, IEEE Trans. Automatic Contr., vol.37, pp.106-110, 1992.
4. J. T. Spooner and K. M. Passino, Decentralised adaptive control of nonlinear systems using radial basis neural networks, IEEE Trans. Automatic Contr., vol.44, pp.2050-2057, 1999.
5. H. Sunan, T. K. Kiong and H. L. Tong, Decentralized control design for large-scale systems with strong interconnected using neural networks, IEEE Trans. Automatic Contr., vol.48, pp.805-810, 2003.
6. H. Xing, D. Li and X. Zhong, Sliding mode control for a class of parabolic uncertain distributed parameter systems with time-varying delays, International Journal of Innovative Computing, Information and Control, vol.5, no.9, pp.2689-2702, 2009.
7. M. Benyakhlef and L. Radouane, Decentralized nonlinear adaptive fuzzy control for a class of largescale interconnected systems, International Journal Computational Cognition, vol.4, no.2, pp.14-19, 2006.
8. T. Wang and D. P. Zhao, Direct adaptive output feed back fuzzy decentralized control for a class of large-scale nonlinear systems, Proc. of the 2nd International Conference on Machine Learning and Cybernetics, Xi'an, pp.940-945, 2003.
9. S. Tong, L. I. Han-Xiong and G. Chen, Adaptive fuzzy decentralized controller for a class of large scale nonlinear systems, IEEE Trans. on System. Man. and Cybern., Part B, vol.34, no.1, pp.770-775, 2004.
10. T. Sun, H. Pei, Y. Pan, H. Zhou and C. Zhang, Neural network-based sliding mode adaptive control for robot manipulators, Neurocomputing, vol.74, pp.2377-2384, 2011.
11. M. K. Ciliz, Adaptive control of robot manipulators with neural network based compensation of frictional uncertainties, Robotica, vol.23, pp.159-167, 2005.
12. D. E. Rumelhart, G. E. Hinton and R. J. Williams, Learning Internal Representations by Error Propagation, D. E. Rumelhart and J. L. McClelland (eds.), Cambridge, MA, Parallel Distributed Processing MIT Press, 1986.
13. C. Wen and D. J. Hill, Global boundedness of discrete-time adaptive control just using estimator projection, Automatica, vol.28, pp.1143-1157, 1992.
14. C. Wen, Indirect robust totally decentralized adaptive control of continuous time interconnected systems, IEEE Trans. Automatic Contr., pp.1122-1126, 1995.
15. C. Wen and J. Zhou, Decentralized adaptive stabilization in the presence of unknow backlash-like hysteresis, Automatica, vol.43, pp.426-440, 2007.
16. C. J. Liu, J. F. Zhang and Z. P. Jiang, Decentralized adaptive output-feedback stabilization for large-scale stochastic nonlinear systems, Automatica, vol.43, pp.238-251, 2007.
17. X. J. Yan, C. Edwards and S. K. Spurgeon, Decentralized robust sliding mode control for a class of nonlinear interconnected systems by static output feedback, Automatica, vol.40, pp.613-620, 2004.