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ANDSC of Strict-Feedback Systems With Non-linear Dead-Zone  153


                            sis. In addition, novel high-order neural networks with a simpler structure
                            and less adaptive parameters are developed to approximate unknown non-
                            linearities. Moreover, by introducing an improved Lyapunov-Krasovskii
                            function without the integral operator, the effects of time-delays can be
                            compensated, and the possible control singularity problem, the discon-
                            tinuous control, and some restrictive assumptions on the systems are cir-
                            cumvented. Simulation is conducted to demonstrate the effectiveness and
                            superior performance.


                            REFERENCES
                             [1] S.S. Ge, Fan Hong, Heng Lee Tong, Adaptive neural network control of nonlinear
                               systems with unknown time delays, IEEE Transactions on Automatic Control 48 (11)
                               (2003) 2004–2010.
                             [2] Min Wang, Bing Chen, Xiaoping Liu, Peng Shi, Adaptive fuzzy tracking control for a
                               class of perturbed strict-feedback nonlinear time-delay systems, IEEE Transactions on
                               Systems Man and Cybernetics Part B Cybernetics 38 (3) (2008) 721–730.
                             [3] Jing Zhou, Decentralized adaptive control for large-scale time-delay systems with dead-
                               zone input, Automatica 44 (7) (2008) 1790–1799.
                             [4] D.W. Ho, J. Li, Y. Niu, Adaptive neural control for a class of nonlinearly parametric
                               time-delay systems, IEEE Transactions on Neural Networks 16 (3) (2005) 625–635.
                             [5] S.S. Ge, F. Hong, T.H. Lee, Adaptive neural control of nonlinear time-delay systems
                               with unknown virtual control coefficients, IEEE Transactions on Systems Man and
                               Cybernetics Part B Cybernetics 34 (1) (2004) 499–516.
                             [6] Ioannis Kanellakopoulos, Petar V. Kokotovic, A. Stephen Morse, Systematic design of
                               adaptive controllers for feedback linearizable systems, IEEE Transactions on Automatic
                               Control 36 (11) (1990) 1241–1253.
                             [7] M. Kristic, I. Kanellakopoulos, P.V. Kokotovic, Adaptive Nonlinear Control Without
                               Overparametrization, Elsevier Science Publishers B.V., 1992.
                             [8] P. Patrickyip, J.K. Hedrick, Adaptive dynamic surface control: a simplified algorithm
                               for adaptive backstepping control of nonlinear systems, International Journal of Control
                               71 (5) (1998) 959–979.
                             [9] D. Swaroop, J.K. Hedrick, P.P. Yip, J.C. Gerdes, Dynamic surface control for a
                               class of nonlinear systems, IEEE Transactions on Automatic Control 45 (10) (2002)
                               1893–1899.
                            [10] R.R. Selmic, F.L. Lewis, Deadzone compensation in motion control systems using
                               neural networks, in: IEEE International Conference on Control Applications, vol. 1,
                               2000, pp. 288–292.
                            [11] Guido Herrmann, Shuzhi Sam Ge, Guoxiao Guo, Discrete linear control enhanced by
                               adaptive neural networks in application to a HDD-servo-system, Control Engineering
                               Practice 16 (8) (2008) 930–945.
                            [12] Jing Na, Xuemei Ren, Yan Gao, Grino Robert, C.C. Ramon, Adaptive neural
                               network state predictor and tracking control for nonlinear time-delay systems, In-
                               ternational Journal of Innovative Computing Information and Control 6 (2) (2010)
                               627–639.
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