Adaptive discrete-time controller design with neural network for hypersonic flight vehicle via back-stepping

International Journal of Control

Volumn 84, Issue 9, 2011, Pages 1543-1552

  Xu, Bin ^a   Sun, Fuchun ^a   Yang, Chenguang ^b   Gao, Daoxiang ^c   Ren, Jianxin ^d  

^a TSINGHUA UNIVERSITY   (China)

^b UNIVERSITY OF PLYMOUTH   (United Kingdom)

^c BEIJING FORESTRY UNIVERSITY   (China)

^d NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

back stepping; discrete time; hypersonic flight vehicle; neural network

Indexed keywords

ADAPTIVE NEURAL CONTROLLERS; CONSTRUCTION PROBLEM; CONTROL APPROACH; DISCRETE-TIME; DISCRETE-TIME CONTROLLERS; DISCRETE-TIME MODEL; FIRST-ORDER; HYPERSONIC FLIGHT VEHICLES; LONGITUDINAL DYNAMICS; SEMI-GLOBAL; SIMULATION STUDIES; TAYLOR EXPANSIONS; UNIFORM ULTIMATE BOUNDEDNESS; UPPER BOUND; VIRTUAL CONTROL;

ADAPTIVE CONTROL SYSTEMS; HYPERSONIC AERODYNAMICS; HYPERSONIC VEHICLES; LONGITUDINAL CONTROL; NEURAL NETWORKS;

CONTROLLERS;

EID: 80053531752     PISSN: 00207179     EISSN: 13665820     Source Type: Journal    
DOI: 10.1080/00207179.2011.615866     Document Type: Article

References (21)

1. Chen, L., and Narendra, K. (2001), 'Nonlinear Adaptive Control using Neural Networks and Multiple Models', Automatica, 37, 1245-1255. (Pubitemid 32610255)
2. Chen, M., Ge, S., and How, B. (2010), 'Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems with Input Nonlinearities', Neural Networks, IEEE Transactions on, 21, 796-812.
3. Chen, W., Jiao, L., Li, J., and Li, R. (2010), 'Adaptive NN Backstepping Output-feedback Control for Stochastic Nonlinear Strict-feedback Systems with Time-varying Delays', Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 40, 939-950.
4. Du, Y., Wu, Q., Jiang, C., and Wen, J. (2010), 'Adaptive Functional Link Network Control of Nearspace Vehicles with Dynamical Uncertainties', Journal of Systems Engineering and Electronics, 21, 868-876.
5. Fiorentini, L., Serrani, A., Bolender, M., and Doman, D. (2008), 'Robust Nonlinear Sequential Loop Closure Control Design for an Air-breathing Hypersonic Vehicle Model', in American Control Conference, 2008, IEEE, pp. 3458-3463.
6. Fiorentini, L., Serrani, A., Bolender, M., and Doman, D. (2009), 'Nonlinear Robust Adaptive Control of Flexible Air-breathing Hypersonic Vehicles', Journal of Guidance, Control, and Dynamics, 32, 401-416.
7. Gao, D., and Sun, Z. (2011), 'Fuzzy Tracking Control Design for Hypersonic Vehicles via TS Model', SCIENCE CHINA Information Sciences, 54, 521-528.
8. Ge, S., Hang, C., Lee, T., and Zhang, T. (2001), Stable Adaptive Neural Network Control, Norwell, MA: Kluwer.
9. Gibson, T., Crespo, L., and Annaswamy, A. (2009), 'Adaptive Control of Hypersonic Vehicles in the Presence of Modelling Uncertainties', in American Control Conference, 2009, ACC'09, IEEE, pp. 3178-3183.
10. Hu, Y., Sun, F., and Liu, H. (2010), 'Neural Network-based Robust Control for Hypersonic Flight Vehicle with Uncertainty Modelling', International Journal of Modelling, Identification and Control, 11, 87-98.
11. Ioannou, P., and Sun, J. (1996), Robust Adaptive Control, Englewood Cliffs, NJ: Prentice Hall.
12. Kokotovic, P. (1991), 'The Joy of Feedback: Nonlinear and Adaptive: 1991 Bode Prize Lecture', IEEE Control Systems Magazine, 12, 7-17.
13. Li, J., Chen, W., and Li, J. (2011), 'Adaptive NN Output- Feedback Decentralized Stabilization for a Class of Largescale Stochastic Nonlinear Strict-feedback Systems', International Journal of Robust and Nonlinear Control, 21, 452-472.
14. Liu, Y., and Lu, Y. (2009), 'Nonlinear Adaptive Inversion Control with Neural Network Compensation for a Longitudinal Hypersonic Vehicle Model,' in IEEE International Conference on Intelligent Computing and Intelligent Systems, 2009, ICIS 2009, Vol. 2, pp. 264-268.
15. Serrani, A., Zinnecker, A., Fiorentini, L., Bolender, M., and Doman, D. (2009), 'Integrated Adaptive Guidance and Control of Constrained Nonlinear Air-breathing Hypersonic Vehicle Models,' in American Control Conference, 2009, ACC'09, IEEE, pp. 3172-3177.
16. Wang, Q., and Stengel, R. (2000), 'Robust Nonlinear Control of a Hypersonic Aircraft', Journal of Guidance Control and Dynamics, 23, 577-585.
17. Wilcox, Z., MacKunis, W., Bhat, S., Lind, R., and Dixon, W. (2009), 'Robust Nonlinear Control of a Hypersonic Aircraft in the Presence of Aerothermoelastic Effects,' in American Control Conference, 2009, ACC'09, IEEE, pp. 2533-2538.
18. Xu, H., Mirmirani, M., and Ioannou, P. (2004), 'Adaptive Sliding Mode Control Design for a Hypersonic Flight Vehicle', Journal of Guidance, Control, and Dynamics, 27, 829-838.
19. Xu, B., Gao, D., and Wang, S. (2011), 'Adaptive Neural Control Based on HGO for Hypersonic Flight Vehicles', SCIENCE CHINA Information Sciences, 54, 511-520.
20. Yang, C., Ge, S., Xiang, C., Chai, T., and Lee, T. (2008), 'Output Feedback NN Control for Two Classes of Discrete-time Systems with Unknown Control Directions in a Unified Approach', Neural Networks, IEEE Transactions on, 19, 1873-1886.
21. Zhang, Y., Wen, C., and Chai Soh, Y. (2001), 'Robust Adaptive Control of Nonlinear Discrete-time Systems by Backstepping Without Overparameterisation', Automatica, 37, 551-558. (Pubitemid 32874757)