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Original Articles

Adaptive tracking control of nonlinear systems with dynamic uncertainties using neural network

Pages 1391-1402 | Received 04 Aug 2017, Accepted 11 Mar 2018, Published online: 26 Mar 2018

References

  • Behera, A. K. , & Bandyopadhyay, B. (2016). Event-triggered sliding mode control for a class of nonlinear systems. International Journal of Control , 89 (9), 1916–1931.
  • Chen, B. , Zhang, H. G. , & Lin, C. (2016). Observer-based adaptive neural network control for nonlinear systems in nonstrict-feedback form. IEEE Transactions on Neural Networks and Learning Systems , 27 (1), 89–98.
  • Chen, C. L. P. , Wen, G. X. , Liu, Y. J. , & Liu, Z. (2016). Observer-based adaptive backstepping consensus tracking control for high-order nonlinear semi-strict-feedback multiagent systems. IEEE Transactions on Cybernetics , 46 (7), 1591–1601.
  • Deng, H. , Li, H. X. , & Wu, Y. H. (2008). Feedback-linearization-based neural adaptive control for unknown nonaffine nonlinear discrete-time systems. IEEE Transactions on Neural Networks , 19 (9), 1615–1625.
  • Du, H. B. , Shao, H. H. , & Yao, P. J. (2006). Adaptive neural network control for a class of low-triangular-structured nonlinear systems. IEEE Transactions on Neural Networks , 17 (2), 509–514.
  • Edwards, C. , & Spurgeon, S. (1998). Sliding mode control: Theory and applications . London: Taylor & Francis.
  • Hou, M. Z. , Deng, Z. Q. , & Duan, G. R. (2017). Adaptive control of uncertain pure-feedback nonlinear systems. International Journal of Systems Science , 48 (10), 2137–2145.
  • Jiang, Z. P. (1999). A combined backstepping and small-gain approach to adaptive output feedback control. Automatica , 35 (6), 1131–1139.
  • Jiang, Z. P. , & Praly, L. (1998). Design of robust adaptive controllers for nonlinear systems with dynamic uncertainties. Automatica , 34(7), 825–840.
  • Kanellakopoulos, I. , Kokotovic, P. V. , & Morse, A. S. (1991). Systematic design of adaptive controllers for feedback linearizable systems. In 1991 American Control Conference (ACC) (pp. 649–654), Boston, MA, USA: IEEE.
  • Krstic, M. , Kanellakopoulos, I. , & Kokotovic, P. V. (1995). Nonlinear and adaptive control design . New York, NY: Wiley.
  • Lei, J. , & Khalil, H. K. (2016). Feedback linearization for nonlinear systems with time-varying input and output delays by using high-gain predictors. IEEE Transactions on Automatic Control , 61 (8), 2262–2268.
  • Liu, Y. J. , Li, J. , Tong, S. C. , & Chen, C. L. P. (2016). Neural network control-based adaptive learning design for nonlinear systems with full-state constraints. IEEE Transactions on Neural Networks and Learning Systems , 27 (7), 1562–1571.
  • Liu, Y. J. , Tong, S. C. , & Chen, C. L. P. (2013). Adaptive fuzzy control via observer design for uncertain nonlinear systems with unmodeled dynamics. IEEE Transactions on Fuzzy Systems , 21 (2), 275–288.
  • Niu, B. , Qin, T. , & Fan, X. D. (2016). Adaptive neural network tracking control for a class of switched stochastic pure-feedback nonlinear systems with backlash-like hysteresis. International Journal of Systems Science , 47 (14), 3378–3393.
  • Polycarpou, M. M. , & Ioannou, P. A. (1996). A robust adaptive nonlinear control design. Automatica , 32 (3), 423–427.
  • Shi, P. , Li, F. B. , Wu, L. G. , & Lim, C. C. (2017). Neural network-based passive filtering for delayed neutral-type semi-Markovian jump systems. IEEE Transactions on Neural Networks and Learning Systems , 28 (9), 2101–2114.
  • Tong, S. C. , Li, Y. M. , & Shi, P. (2009). Fuzzy adaptive backstepping robust control for SISO nonlinear system with dynamic uncertainties. Information Sciences , 179 (9), 1319–1332.
  • Tong, S. C. , Wang, T. , Li, Y. M. , & Zhang, H. G. (2014). Adaptive neural network output feedback control for stochastic nonlinear systems with unknown dead-zone and unmodeled dynamics. IEEE Transactions on Cybernetics , 44 (6), 910–921.
  • Wang, D. (2011). Neural network-based adaptive dynamic surface control of uncertain nonlinear pure-feedback systems. International Journal of Robust and Nonlinear Control , 21 (5), 527–541.
  • Wang, H. Q. , Shi, P. , Li, H. , & Zhou, Q. (2017). Adaptive neural tracking control for a class of nonlinear systems with dynamic uncertainties. IEEE Transactions on Cybernetics , 47 (10), 3075–3087.
  • Wu, Z. J. , Xie, X. J. , & Shi, P. (2008). Robust adaptive output-feedback control for nonlinear systems with output unmodeled dynamics. International Journal of Robust and Nonlinear Control , 18 (11), 1162–1187.
  • Yao, B. , & Tomizuka, M. (1997). Adaptive robust control of SISO nonlinear a semi-strict feedback form. Automatica , 33 (5), 893–900.
  • Yao, B. , & Xu, L. (2001). Observer-based adaptive robust control of a class of nonlinear systems with dynamic uncertainties. International Journal of Robust and Nonlinear Control , 11 (4), 335–356.
  • Yin, S. , Shi, P. , & Yang, H. Y. (2016). Adaptive fuzzy control of strict-feedback nonlinear time-delay systems with unmodeled dynamics. IEEE Transactions on Cybernetics , 46 (8), 1926–1938.
  • Zhang, X. D. , Parisini, T. , & Polycarpou, M. M. (2004). Adaptive fault-tolerant control of nonlinear uncertain systems: An information-based diagnostic approach. IEEE Transactions on Automatic Control , 49 (8), 1259–1274.
  • Zhang, X. Y. , & Lin, Y. (2011). Adaptive tracking control for a class of pure-feedback non-linear systems including actuator hysteresis and dynamic uncertainties. IET Control Theory & Applications , 5 (16), 1868–1880.
  • Zhou, J. , Wen, C. Y. , & Yang, G. H. (2014). Adaptive backstepping stabilization of nonlinear uncertain systems with quantized input signal. IEEE Transactions on Automatic Control , 59 (2), 460–464.

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