Kybernetika 59 no. 3, 342-364, 2023

Fixed-time safe tracking control of uncertain high-order nonlinear pure-feedback systems via unified transformation functions

Chaoqun Guo, Jiangping Hu, Jiasheng Hao, Sergej Čelikovský and Xiaoming HuDOI: 10.14736/kyb-2023-3-0342

Abstract:

In this paper, a fixed-time safe control problem is investigated for an uncertain high-order nonlinear pure-feedback system with state constraints. A new nonlinear transformation function is firstly proposed to handle both the constrained and unconstrained cases in a unified way. Further, a radial basis function neural network is constructed to approximate the unknown dynamics in the system and a fixed-time dynamic surface control (FDSC) technique is developed to facilitate the fixed-time control design for the uncertain high-order pure-feedback system. Combined with the proposed unified transformation function and the FDSC technique, an adaptive fixed-time control strategy is proposed to guarantee the fixed-time tracking. The novel original results of the paper allow to design the independent unified flexible fixed-time control strategy taking into account the actual possible constraints, either present or missing. Numerical examples are presented to demonstrate the proposed fixed-time tracking control strategy.

Keywords:

dynamic surface control, fixed-time safe control, nonlinear pure-feedback systems, state constrains, unified transformation function

Classification:

93D15, 70K20

References:

  1. V. Andrieu, L. Praly and A. Astolfi: Homogeneous approximation, recursive observer design, and output feedback. SIAM J. Control Optim. 47 (2009), 1814-1850.   DOI:10.1137/060675861
  2. S. Bhat and D. Bernstein: Geometric homogeneity with applications to finite-time stability. Math. Control Signals Syst. 17 (2005), 101-127.   DOI:10.1007/s00498-005-0151-x
  3. Y. Cao, C. Wen and Y. Song: A unified event-triggered control approach for uncertain pure-feedback systems with or without state constraints. IEEE Trans. Cybernet. 51 (2021), 1262-1271.   DOI:10.1109/TCYB.2019.2926298
  4. S. Čelikovský, M. Anderle and T. Vyhlídal: Virtual nonholonomic constraints to damp the varying length pendulum swing. In: IEEE Conference on Decision and Control (CDC) 2021, pp. 3893-3900.   DOI:10.1109/CDC45484.2021.9683262
  5. S. Čelikovský and E. Aranda-Bricaire: Constructive nonsmooth stabilization of triangular systems. Syst. Control Lett. 36 (1999), 21-37.   DOI:10.1016/S0167-6911(98)00062-0
  6. B. Chen, J. Hu, Y. Zhao and B. K. Ghosh: Finite-time velocity-free rendezvous control of multiple AUV systems with intermittent communication. IEEE Trans. Syst. Man Cybernet. Syst. 52 (2022), 6618-6629.   DOI:10.1109/TSMC.2022.3148295
  7. E. Cui, Y. Jing and X. Gao: Full state constraints control of switched complex networks based on time-varying barrier Lyapunov functions. IET Control Theory Appl. 14 (2020), 2419-2428.   DOI:10.1049/iet-cta.2020.0165
  8. L. Fang, S. Ding, J. H. Park and L. Ma: Adaptive fuzzy output-feedback control design for a class of p-norm stochastic nonlinear systems with output constraints. IEEE Trans. Circuits Syst. I, Reg. Papers 68 (2021), 2626-2638.   DOI:10.1109/TCSI.2021.3063084
  9. A. F. Filippov: Differential equations with discontinuous right-hand sides. J. Math. Anal. Appl. 154 (1998), 99-128.   CrossRef
  10. D. Gómez-Gutiérrez, C. R. Vázquez, S. Čelikovský, J. D. Sánchez-Torres and J. Ruiz-León: On finite-time and fixed-time consensus algorithms for dynamic networks switching among disconnected digraphs. Int. J. Control 93 (2020), 2120-2134.   DOI:10.1080/00207179.2018.1543896
  11. J. Guiochet, M. Machin and H. Waeselynck: Safety-critical advanced robots: A survey. Robotics Autonomous Systems 94 (2017), 43-52.   DOI:10.1016/j.robot.2017.04.004
  12. C. Guo and J. Hu: Time base generator based practical predefined-time stabilization of high-order systems with unknown disturbance. IEEE Trans. Circuits Syst. II, Exp. Briefs (2023).   DOI:10.1109/TCSII.2023.3242856
  13. C. Guo and J. Hu: Fixed-time stabilization of high-order uncertain nonlinear systems: output feedback control design and settling time analysis. J. Syst. Sci. Complex (2023), To appear.   CrossRef
  14. Y. Hong and Z. Jiang: Finite-time stabilization of nonlinear systems with parametric and dynamic uncertainties. IEEE Trans. Automat. Control 51 (2006), 1950-1956.   DOI:10.1109/TAC.2006.886515
  15. C. Hu, W. Qin, Z. Li, B. He and G. Liu: Consensus-based state estimation for multi-agent systems with constraint information. Kybernetika 53 (2017), 545-561.   DOI:10.14736/kyb-2017-3-0545
  16. X. Jin and J. X. Xu: Iterative learning control for output-constrained systems with both parametric and nonparametric uncertainties. Automatica 49 (2013), 2508-2516.   DOI:10.1016/j.automatica.2013.04.039
  17. M. Krstic, P. V. Kokotovic and I. Kanellakopoulos: Nonlinear and Adaptive Control Design. John Wiley and Sons, Inc. 1995.   CrossRef
  18. Y. X. Li: Barrier Lyapunov function-based adaptive asymptotic tracking of nonlinear systems with unknown virtual control coefficients. Automatica 121 (2020), 109181.   DOI:10.1016/j.automatica.2020.109181
  19. J. Li, Y. Yang, C. Hua and X. Guan: Fixed-time backstepping control design for high-order strict-feedback non-linear systems via terminal sliding mode. IET Control Theory Appl. 11 (2017), 1184-1193.   DOI:10.1049/iet-cta.2016.1143
  20. B. Liu, M. Hou, J. Ni, Y. Li and Z. Wu: Asymmetric integral barrier Lyapunov function-based adaptive tracking control considering full-state with input magnitude and rate constraint. J. Franklin Inst. 357 (2020), 9709-9732.   DOI:10.1016/j.jfranklin.2020.07.037
  21. Y. Liu, H. Zhang, J. Sun and Y. Wang: Adaptive fuzzy containment control for multiagent systems with state constraints using unified transformation functions. IEEE Trans. Fuzzy Syst. 30 (2022), 162-174.   DOI:10.1109/TFUZZ.2020.3033376
  22. Y. Liu, H. Zhang, Y. Wang and S. Yu: Fixed-time cooperative control for robotic manipulators with motion constraints using unified transformation function. Int. J. Robust Nonlinear Control 31 (2021), 6826-6844.   DOI:10.1002/rnc.5658
  23. J. Ma and J. Hu: Safe consensus control of cooperative-competitive multi-agent systems via differential privacy. Kybernetika 58 (2022), 426-439.   DOI:10.14736/kyb-2022-3-0426
  24. M. Ou, H. Sun, Z. Zhang, L. Li and X. Wang: Fixed-time tracking control for nonholonomic mobile robot. Kybernetika 57 (2021), 220-235.   DOI:10.14736/kyb-2021-2-0220
  25. A. Polyakov: Nonlinear feedback design for fixed-time stabilization of linear control systems. IEEE Trans. Automat. Control 57 (2012), 2106-2110.   DOI:10.1109/TAC.2011.2179869
  26. Z. Tang, S. S. Ge, K. P. Tee and W. He: Robust adaptive neural tracking control for a class of perturbed uncertain nonlinear systems with state constraints. IEEE Trans. Syst., Man, Cybern., Syst. 46 (2016), 1618-1629.   DOI:10.1109/TSMC.2015.2508962
  27. B. Tian, H. Lu and Z. Zuo: Fixed-time stabilization of high-order integrator systems with mismatched disturbances. Nonlinear Dynam. 94 (2018), 2889-2899.   DOI:10.1007/s11071-018-4532-3
  28. Z. Wu, J. Guo, B. Liu, J. Ni and X. Bu: Composite learning adaptive dynamic surface control for uncertain nonlinear strict-feedback systems with fixed-time parameter estimation under sufficient excitation. Int. J. Robust Nonlinear Control 31 (2021), 5865-5889.   DOI:10.1007/s11071-018-4532-3
  29. H. Yang and D. Ye: Adaptive fault-tolerant fixed-time tracking consensus control for high-order unknown nonlinear multi-agent systems with performance constraint. J. Franklin Inst. 357 (2020), 11448-11471.   DOI:10.1016/j.jfranklin.2019.07.017
  30. T. Zhang, M. Xia and Y. Yi: Adaptive neural dynamic surface control of strict-feedback nonlinear systems with full state constraints and unmodeled dynamics. Automatica 81 (2017), 232-239.   DOI:10.1016/j.automatica.2017.03.033
  31. K. Zhao and Y. Song: Removing the feasibility conditions imposed on tracking control designs for state-constrained strict-feedback systems. IEEE Trans. Automat. Control 64 (2019), 1265-1272.   DOI:10.1109/TAC.2018.2845707