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Prescribed performance tracking control for high-order uncertain nonlinear systems

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Abstract

This paper considers the problem of prescribed performance tracking control for a class of high-order uncertain nonlinear systems with time-varying external disturbances. Using a little of priori system knowledge, a state feedback controller is designed capable of guaranteeing the prescribed performance requirements of the output tracking error, regarding the steady-state error, the convergence rate and the maximum overshoot. Compared with traditional backstepping-like approaches, no approximation techniques and hard numerical calculations are employed in the controller design. Thus, the proposed control scheme exhibits low complexity and strong robustness against system uncertainties. The effectiveness of the proposed scheme is verified by some simulation results.

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The simulation data that support the findings of this study are available within the article.

References

  1. Krstic, M., Kanellakopoulos, I., Kokotovic, P.V.: Adaptive nonlinear control without overparametrization. Syst. Control Lett. 19, 177–185 (1992)

    MathSciNet  MATH  Google Scholar 

  2. Krstic, M., Kanellakopoulos, I., Kokotovic, P.V.: Nonlinear and Adaptive Control Design. Wiley, New York (1995)

    MATH  Google Scholar 

  3. Astolfi, A., Karagiannis, D., Ortega, R.: Nonlinear and Adaptive Control with Applications. Springer, Berlin (2007)

    MATH  Google Scholar 

  4. Tong, S., Min, X., Li, Y.: Observer-based adaptive fuzzy tracking control for strict-feedback nonlinear systems with unknown control gain functions. IEEE Trans. Cybern. 50(9), 3903–3913 (2020)

    Google Scholar 

  5. Cao, Y., Song, Y.D., Wen, C.Y.: Practical tracking control of perturbed uncertain nonaffine systems with full state constraints. Automatica 110, 108608 (2019)

    MathSciNet  MATH  Google Scholar 

  6. Gao, Y.F., Sun, X.M., Wen, C.Y., et al.: Adaptive tracking control for a class of stochastic uncertain nonlinear systems with input saturation. IEEE Trans. Autom. Control 62(5), 2498–2504 (2017)

    MathSciNet  MATH  Google Scholar 

  7. Pan, H.H., Zhang, D., Sun, W.C., Yu, X.H.: Event-triggered adaptive asymptotic tracking control of uncertain MIMO nonlinear systems with actuator faults. IEEE Trans. Cybern. 52(9), 8655–8667 (2022)

    Google Scholar 

  8. Zhao, K., Song, Y.D.: Removing the feasibility conditions imposed on tracking control designs for state-constrained strict-feedback systems. IEEE Trans. Autom. Control 64(3), 1265–1272 (2019)

    MathSciNet  MATH  Google Scholar 

  9. Li, Y.J., Liang, S., Hou, M.S.: Asymptotic tracking control for uncertain strict-feedback nonlinear systems with delayed full-state constraints. Int. J. Robust Nonlinear Control 30(18), 8174–8191 (2020)

    MathSciNet  Google Scholar 

  10. Qian, C.J., Lin, W.: Non-Lipschitz continuous stabilizers for nonlinear systems with uncontrollable unstable linearization. Syst. Control Lett. 42(3), 185–200 (2001)

    MathSciNet  MATH  Google Scholar 

  11. Qian, C.J., Lin, W.: Practical output tracking of nonlinear systems with uncontrollable unstable linearization. IEEE Trans. Autom. Control 47(1), 21–36 (2002)

    MathSciNet  MATH  Google Scholar 

  12. Lin, W., Pongvuthithum, R.: Adaptive output tracking of inherently nonlinear systems with nonlinear parameterization. IEEE Trans. Autom. Control 48(10), 1737–1749 (2003)

    MathSciNet  MATH  Google Scholar 

  13. Man, Y.C., Liu, Y.G.: Global practical tracking for nonlinear systems with unknown input powers using dual high gain-based adaptive feedback. Int. J. Robust Nonlinear Control 30(17), 7185–7196 (2020)

    MathSciNet  Google Scholar 

  14. Xie, X.J., Wu, Y., Hou, Z.G.: Further results on adaptive practical tracking for high-order nonlinear systems with full-state constraints. IEEE Trans. Cybern. 52(10), 9978–9985 (2022)

    Google Scholar 

  15. Yan, X.H., Liu, Y.G.: Global practical tracking for high-order uncertain nonlinear systems with unknown control directions. SIAM J. Control Optim. 48(7), 4453–4473 (2010)

    MathSciNet  MATH  Google Scholar 

  16. Zhao, X., Shi, P., Zheng, X., Zhang, J.: Intelligent tracking control for a class of uncertain high-order nonlinear systems. IEEE Trans. Neural Netw. Learn. Syst. 27(9), 1976–1982 (2016)

    MathSciNet  Google Scholar 

  17. Liu, Z., Xue, L., Sun, W., et al.: Robust output feedback tracking control for a class of high-order time-delay nonlinear systems with input dead-zone and disturbances. Nonlinear Dyn. 97, 921–935 (2019)

    MATH  Google Scholar 

  18. Sun, W., Su, S.F., Wu, Y., Xia, J.: Adaptive fuzzy event-triggered control for high-order nonlinear systems with prescribed performance. IEEE Trans. Cybern. 52(5), 2885–2895 (2022)

    Google Scholar 

  19. Man, Y.C., Liu, Y.G.: Global adaptive stabilization and practical tracking for nonlinear systems with unknown powers. Automatica 100, 171–181 (2019)

    MathSciNet  MATH  Google Scholar 

  20. Yoo, S.J.: Low-complexity robust tracking of high-order nonlinear systems with application to underactuated mechanical dynamics. Nonlinear Dyn. 91, 1627–1637 (2018)

    MATH  Google Scholar 

  21. Lv, M.L., De Schutter, B., Cao, J.D., Baldi, S.: Adaptive prescribed performance asymptotic tracking for high-order odd-rational-power nonlinear systems. IEEE Trans. Autom. Control 68(2), 1047–1053 (2023)

    MathSciNet  Google Scholar 

  22. Li, F.Z., Liu, Y.G.: Global practical tracking with prescribed transient performance for inherently nonlinear systems with extremely severe uncertainties. Sci. China Inf. Sci. 62(2), 22204 (2019)

    MathSciNet  Google Scholar 

  23. Bechlioulis, C.P., Rovithakis, G.A.: Robust adaptive control of feedback linearizable MIMO nonlinear systems with prescribed performance. IEEE Trans. Autom. Control 53(9), 2090–2099 (2008)

    MathSciNet  MATH  Google Scholar 

  24. Bechlioulis, C.P., Rovithakis, G.A.: Robust partial-state feedback prescribed performance control of cascade systems with unknown nonlinearities. IEEE Trans. Autom. Control 56(9), 2224–2230 (2011)

    MathSciNet  MATH  Google Scholar 

  25. Bechlioulis, C.P., Rovithakis, G.A.: A low-complexity global approximation-free control scheme with prescribed performance for unknown pure feedback systems. Automatica 50(4), 1217–1226 (2014)

    MathSciNet  MATH  Google Scholar 

  26. Chen, L.S., Wang, Q.: Prescribed performance-barrier Lyapunov function for the adaptive control of unknown pure-feedback systems with full-state constraints. Nonlinear Dyn. 95(3), 2443–2459 (2019)

    MATH  Google Scholar 

  27. Na, J., Huang, Y.B., Wu, X., et al.: Active adaptive estimation and control for vehicle suspensions with prescribed performance. IEEE Trans. Control Syst. Technol. 26(6), 2063–2077 (2018)

    Google Scholar 

  28. Zhang, J.X., Yang, G.H.: Low-complexity tracking control of strict-feedback systems with unknown control directions. IEEE Trans. Autom. Control 64(12), 5175–5182 (2019)

    MathSciNet  MATH  Google Scholar 

  29. Bikas, L.N., Rovithakis, G.A.: Combining prescribed tracking performance and controller simplicity for a class of uncertain MIMO nonlinear systems with input quantization. IEEE Trans. Autom. Control 64(3), 1228–1235 (2019)

    MathSciNet  MATH  Google Scholar 

  30. Li, Y., Shao, X., Tong, S.: Adaptive fuzzy prescribed performance control of non-triangular structure nonlinear systems. IEEE Trans. Fuzzy Syst. 28(10), 2416–2426 (2020)

    Google Scholar 

  31. Katsoukis, I., Rovithakis, G.A.: A low complexity robust output synchronization protocol with prescribed performance for high-order heterogeneous uncertain MIMO nonlinear multiagent systems. IEEE Trans. Autom. Control 67(6), 3128–3133 (2022)

    MathSciNet  MATH  Google Scholar 

  32. Zhang, J.X., Yang, G.H.: Prescribed performance fault-tolerant control of uncertain nonlinear systems with unknown control directions. IEEE Trans. Autom. Control 62(12), 6529–6535 (2017)

    MathSciNet  MATH  Google Scholar 

  33. Yang, Y., Tan, J., Yue, D.: Prescribed performance tracking control of a class of uncertain pure-feedback nonlinear systems with input saturation. IEEE Trans. Syst. Man Cybern. Syst. 50(5), 1733–1745 (2020)

    Google Scholar 

  34. Fotiadis, F., Rovithakis, G.A.: Prescribed performance control for discontinuous output reference tracking. IEEE Trans. Autom. Control 66(9), 4409–4416 (2021)

    MathSciNet  MATH  Google Scholar 

  35. Rui, C., Reyhanoglu, M., Kolmanovsky, I., Cho, S., Mclamroch, N.H.: Nonsmooth stabilization of an underactuated unstable two degrees of freedom mechanical system. In: Proceedings of the 36th IEEE Conference on Decision Control, San Diego, CA, pp. 3998–4003 (1997)

  36. Chen, C.C., Qian, C.J., Lin, X., Sun, Z.Y., et al.: Smooth output feedback stabilization for a class of nonlinear systems with time-varying powers. Int. J. Robust Nonlinear Control 27(18), 5113–5128 (2017)

    MathSciNet  MATH  Google Scholar 

  37. Jia, J., Chen, W., Dai, H., et al.: Global stabilization of high-order nonlinear systems under multi-rate sampled-data control. Nonlinear Dyn. 94, 2441–2453 (2018)

    MATH  Google Scholar 

  38. Shen, Y., Zhai, J.: Global dynamic output feedback for high-order nonlinear systems with uncertain output function. Nonlinear Dyn. 104, 2389–2409 (2021)

    Google Scholar 

  39. Wang, H.Q., Song, L., Liu, P.X., Li, Y.X.: Control of high-order nonlinear systems under error-to-actuator based event-triggered framework. Int. J. Control 95(10), 2758–2770 (2022)

    MathSciNet  MATH  Google Scholar 

  40. Sontag, E.D.: Mathematical Control Theory. Springer, London (1998)

    MATH  Google Scholar 

  41. Khalil, H.: Nonlinear Systems, 3rd edn. Prentice-Hall, Englewood Cliffs (2001)

    Google Scholar 

  42. Zhang, T.L., Deng, F.Q., Sun, Y., Shi, P.: Fault estimation and fault-tolerant control for linear discrete time-varying stochastic systems. Sci. China Inf. Sci. 64, 200201 (2021)

    MathSciNet  Google Scholar 

  43. Jiang, X.S., Zhao, D.Y.: Event-triggered fault detection for nonlinear discrete-time switched stochastic systems: a convex function method. Sci. China Inf. Sci. 64, 200204 (2021)

    MathSciNet  Google Scholar 

  44. Li, S., Ahn, C.K., Chadli, M., Xiang, Z.R.: Sampled-data adaptive fuzzy control of switched large-scale nonlinear delay systems. IEEE Trans. Fuzzy Syst. 30(4), 1014–1024 (2022)

    Google Scholar 

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Acknowledgements

This work was supported by the National Natural Science Foundation of China (No. 61973198) and the Research Fund for the Taishan Scholar Project of Shandong Province of China.

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Correspondence to Weihai Zhang.

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Ding, J., Zhang, W. Prescribed performance tracking control for high-order uncertain nonlinear systems. Nonlinear Dyn 111, 14199–14212 (2023). https://doi.org/10.1007/s11071-023-08604-6

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