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Delay-Dependent \(H_\infty \) Control for LPV Time-Delay Systems via Dynamic Output Feedback

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Abstract

In this paper, we present a new systematic method to design a dynamic output feedback controller (DOF) for linear parameter-varying (LPV) systems with time delay and exogenous disturbances. An LPV controller is proposed due to the presence of LPV terms in the structure of the system. The purpose is the design of an LPV DOF controller such that the resulting closed-loop system is robustly asymptotically stable while satisfying a prescribed \(H_\infty \) performance level. This problem is originally non-convex because of the coupling between system matrices and decision variables. The design conditions are transformed into LMI problems by using some technical lemmas for straightforward computation of the controller matrices. Finally, two examples are presented to demonstrate the validity and effectiveness of the theoretical results.

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Data Availability

The datasets generated during the current study are available from the corresponding author on reasonable request.

References

  1. P. Apkarian, P. Gahinet, G. Becker, Self-scheduled \(H_\infty \) control of linear parameter-varying systems: a design example. Automatica 31(9), 1251–1261 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  2. M. ApS, The MOSEK optimization toolbox for MATLAB manual. Version 9.0, (2019), http://docs.mosek.com/9.0/toolbox/index.html

  3. G.J. Balas, Linear, parameter-varying control and its application to aerospace systems, in: ICAS Congress Proceedings (2002)

  4. S. Boyd, L. El Ghaoui, E. Feron, V. Balakrishnan, Linear Matrix Inequalities in System and Control Theory (SIAM, 1994)

    Book  MATH  Google Scholar 

  5. C. Briat, Linear parameter-varying and time-delay systems. Anal. Obs. Filter. Control 3, 5–7 (2014)

    Google Scholar 

  6. C. Briat, O. Sename, J.F. Lafay, Parameter dependent state-feedback control of LPV time delay systems with time varying delays using a projection approach. IFAC Proc. Vol. 41(2), 4946–4951 (2008)

    Article  Google Scholar 

  7. C. Briat, O. Sename, J.F. Lafay, Memory-resilient gain-scheduled state-feedback control of uncertain LTI/LPV systems with time-varying delays. Syst. Control Lett. 59(8), 451–459 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  8. F. Chen, S. Kang, F. Li, Stability and stabilization for polytopic LPV systems with parameter-varying time delays. Math. Probl. Eng. 2019, 1–12 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  9. P. Cheng, H. Wang, V. Stojanovic, S. He, K. Shi, X. Luan, F. Liu, C. Sun, Asynchronous fault detection observer for 2-D Markov jump systems. IEEE Trans. Cybern. 1–12 (2021)

  10. M. de la Sen, Quadratic stability and stabilization of switched dynamic systems with uncommensurate internal point delays. Appl. Math. Comput. 185(1), 508–526 (2007)

    MathSciNet  MATH  Google Scholar 

  11. L.T.F. de Souza, et al., Novel stability and stabilization conditions for time-delayed LPV systems: a linear matrix inequality-based approach (2020)

  12. L. Ding, Y. He, M. Wu, Z. Zhang, A novel delay partitioning method for stability analysis of interval time-varying delay systems. J. Frankl. Inst. 354(2), 1209–1219 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  13. X. Dong, S. He, V. Stojanovic, Robust fault detection filter design for a class of discrete-time conic-type non-linear Markov jump systems with jump fault signals. IET Control Theory Appl. 14(14), 1912–1919 (2020)

    Article  MathSciNet  Google Scholar 

  14. G.R. Duan, H.H. Yu, LMIs in Control Systems: Analysis, Design and Applications (CRC Press, 2013)

    Book  Google Scholar 

  15. C. Emharuethai, P. Niamsup, \(H_\infty \) control for nonlinear systems with time-varying delay using matrix-based quadratic convex approach. Math. Probl. Eng. 2015, 1–12 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  16. E. Fridman, Introduction to Time-delay Systems: Analysis and Control (Springer, 2014)

    Book  MATH  Google Scholar 

  17. Y. Gan, B. Wu, B. Zhu, L. Wang, Finite-time \(H_\infty \) output tracking control for time-delay systems with actuators failure. Trans. Inst. Meas. Control. 42(13), 2548–2558 (2020)

    Article  Google Scholar 

  18. K. Gu, J. Chen, V.L. Kharitonov, Stability of Time-Delay Systems (Springer, 2003)

    Book  MATH  Google Scholar 

  19. W. Guan, F. Liu, Finite-time \(H_\infty \) memory state feedback control for uncertain singular TS fuzzy time-delay system under actuator saturation. Adv. Differ. Equ. 2016(1), 1–19 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  20. Y. Hu, G. Duan, \(H_\infty \) finite-time control for LPV systems with parameter-varying time delays and external disturbance via observer-based state feedback. J. Frankl. Inst. 356(12), 6303–6327 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  21. J. Huang, X. Pan, X. Hao, W. Putra, Dynamic output feedback \({H_\infty }\) control for linear parameter-varying systems with time-delay. Int. J. Control Autom. Syst. 18, 3133–3145 (2020)

    Article  Google Scholar 

  22. Y. Jiang, W. Gao, J. Na, D. Zhang, T.T. Hämäläinen, V. Stojanovic, F.L. Lewis, Value iteration and adaptive optimal output regulation with assured convergence rate. Control Eng. Pract. 121, 105042 (2022)

    Article  Google Scholar 

  23. Z. Jing, Z. Baoyong, Z. Yijun, Dynamic output-feedback gain-scheduled control for LPV systems with time-varying delays, in 2015 34th Chinese Control Conference (CCC) (IEEE, 2015), pp. 2961–2966

  24. K. Karim Afshar, A. Javadi, Constrained \(H_\infty \) control for a half-car model of an active suspension system with actuator time delay by predictor feedback. J. Vib. Control 25(10), 1673–1692 (2019)

    Article  MathSciNet  Google Scholar 

  25. V.B. Kolmanovskii, S.I. Niculescu, K. Gu, Delay effects on stability: a survey, in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No. 99CH36304), vol. 2 (IEEE, 1999), pp. 1993–1998

  26. O. Kwon, M.J. Park, J.H. Park, S.M. Lee, Improvement on the feasible region of \(H_\infty \) performance and stability for systems with interval time-varying delays via augmented Lyapunov-Krasivskii functional. J. Frankl. Inst. 353(18), 4979–5000 (2016)

    Article  MATH  Google Scholar 

  27. F. Li, X. Zhang, A delay-dependent bounded real lemma for singular LPV systems with time-variant delay. Int. J. Robust Nonlinear Control 22(5), 559–574 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  28. M. Li, S. Li, C.K. Ahn, Z. Xiang, Adaptive fuzzy event-triggered command-filtered control for nonlinear time-delay systems. IEEE Trans. Fuzzy Syst. 30(4), 1025–1035 (2021)

    Article  Google Scholar 

  29. W. Li, Z. Xie, P.K. Wong, Y. Cao, X. Hua, J. Zhao, Robust nonfragile \(H_\infty \) optimum control for active suspension systems with time-varying actuator delay. J. Vib. Control 25(18), 2435–2452 (2019)

    Article  MathSciNet  Google Scholar 

  30. Y. Li, P. Bo, J. Qi, Asynchronous \(H_\infty \) fixed-order filtering for LPV switched delay systems with mode-dependent average dwell time. J. Frankl. Inst. 356(18), 11792–11816 (2019)

    Article  MathSciNet  MATH  Google Scholar 

  31. Y. Li, X. Xue, Stability of uncertain neutral system with mixed time delays based on reciprocally convex combination approach. Control Decis. 31(6), 1105–1110 (2016)

    MATH  Google Scholar 

  32. H. Liu, W. Qian, W. Xing, Z. Zhao, Further results on delay-dependent robust \(H_\infty \) control for uncertain systems with interval time-varying delays. Syst. Sci. Control Eng. 9(sup1), 30–40 (2021)

    Article  Google Scholar 

  33. J. Lofberg, YALMIP: a toolbox for modeling and optimization in MATLAB, in 2004 IEEE International Conference on Robotics and Automation (IEEE Cat. No. 04CH37508) (IEEE, 2004), pp. 284–289

  34. X. Meng, C. Gao, Z. Liu, B. Jiang, Robust \(H_\infty \) control for a class of uncertain neutral-type systems with time-varying delays. Asian J. Control 23(3), 1454–1465 (2021)

    Article  MathSciNet  Google Scholar 

  35. I. Nejem, M.H. Bouazizi, F. Bouani, \(H_\infty \) dynamic output feedback control of LPV time-delay systems via dilated linear matrix inequalities. Trans. Inst. Meas. Control. 41(2), 552–559 (2019)

    Article  Google Scholar 

  36. A. Ramezanifar, J. Mohammadpour, K.M. Grigoriadis, Sampled-data control of linear parameter varying time-delay systems using state feedback, in 2013 American Control Conference (IEEE, 2013), pp. 6847–6852

  37. A. Ramezanifar, J. Mohammadpour, K.M. Grigoriadis, Output-feedback sampled-data control design for linear parameter-varying systems with delay. Int. J. Control 87(12), 2431–2445 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  38. S.B. Reddy, New stability analysis and design of discrete time delay control for nonaffine nonlinear systems, in Dynamic Systems and Control Conference, vol. 84270 (American Society of Mechanical Engineers, 2020), p. V001T04A002

  39. T.E. Rosa, L. Frezzatto, C.F. Morais, R.C. Oliveira, \(H_\infty \) static output-feedback gain-scheduled control for discrete LPV time-delay systems. IFAC-PapersOnLine 51(26), 137–142 (2018)

    Article  Google Scholar 

  40. S. Roy, J. Lee, S. Baldi, A new adaptive-robust design for time delay control under state-dependent stability condition. IEEE Trans. Control Syst. Technol. 29(1), 420–427 (2020)

    Article  Google Scholar 

  41. C. Scherer, P. Gahinet, M. Chilali, Multiobjective output-feedback control via LMI optimization. IEEE Trans. Autom. Control 42(7), 896–911 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  42. A. Seuret, F. Gouaisbaut, Wirtinger-based integral inequality: application to time-delay systems. Automatica 49(9), 2860–2866 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  43. A. Seuret, F. Gouaisbaut, Stability of linear systems with time-varying delays using Bessel-Legendre inequalities. IEEE Trans. Autom. Control 63(1), 225–232 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  44. M. Shahbazzadeh, S.J. Sadati, Delay-dependent stabilization of time-delay systems with nonlinear perturbations. Circuits Syst. Signal Process. 41, 684–699 (2021)

    Article  Google Scholar 

  45. F. Sun, L. Zhou, Q. Zhang, Y. Shen, Stability bound analysis and synthesis for singularly perturbed systems with time-varying delay. Math. Probl. Eng. 2013, 1–8 (2013)

    MathSciNet  MATH  Google Scholar 

  46. M. Sun, Y. Jia, J. Du, S. Yuan, Delay-dependent \(H_\infty \) control for LPV systems with time delays. Int. J. Syst. Control Commun. 1(2), 256–265 (2008)

    Article  Google Scholar 

  47. K. Tan, K. Grigoriadis, F. Wu, \(H_\infty \) and \(L_2\)-to-\(L_\infty \) gain control of linear parameter-varying systems with parameter-varying delays. IEE Proc. Control Theory Appl. 150(5), 509 (2003)

    Article  Google Scholar 

  48. P. Wan, J. Jian, Passivity analysis of memristor-based impulsive inertial neural networks with time-varying delays. ISA Trans. 74, 88–98 (2018)

    Article  Google Scholar 

  49. C. Wang, Y. Shen, Delay-dependent robust \(H_\infty \) control for uncertain stochastic systems with time-varying delays in state and control input. Proc. Inst. Mech. Eng. Part I J. Syst. Control Eng. 228(8), 565–577 (2014)

    MathSciNet  Google Scholar 

  50. W. Wang, H.B. Zeng, S.P. Xiao, G. Chen, H.H. Lian, New stability conditions of neutral delay systems via free-matrix-based integral inequality. J. Nonlinear Sci. Appl. 10, 1919–1926 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  51. X. Wang, S. Ding, X. Zhang, X. Fan, Further studies on robust \(H_\infty \) control for a class of Takagi-Sugeno fuzzy time-delay systems with application to continuously stirred tank reactor problems. Proc. Inst. Mech. Eng. Part I J. Syst. Control Eng. 233(2), 103–117 (2019)

    Google Scholar 

  52. Y.E. Wang, X.M. Sun, Z. Wang, J. Zhao, Construction of Lyapunov–Krasovskii functionals for switched nonlinear systems with input delay. Automatica 50(4), 1249–1253 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  53. F. Wu, Delay dependent induced \(L_2\) analysis and control for LPV systems with state delays, in ASME International Mechanical Engineering Congress and Exposition (2001), pp. 1549–1554

  54. Y. Wu, T. Xu, H. Mo, Adaptive tracking control for nonlinear time-delay systems with time-varying full state constraints. Trans. Inst. Meas. Control. 42(12), 2178–2190 (2020)

    Article  Google Scholar 

  55. W. Xie, \(H2\) gain scheduled state feedback for LPV system with new LMI formulation. IEE Proc. Control Theory Appl. 152(6), 693–697 (2005)

    Article  Google Scholar 

  56. S. Yaqubi, M. Homaeinezhad, Optimally designed Lyapunov–Krasovskii terminal costs for robust stable-feasible model predictive control of uncertain time-delay nonlinear dynamical systems. Proc. Inst. Mech. Eng. Part I J. Syst. Control Eng. 235(5), 664–679 (2021)

    Google Scholar 

  57. M. Yousefi, T. Binazadeh, Delay-independent sliding mode control of time-delay linear fractional order systems. Trans. Inst. Meas. Control 40(4), 1212–1222 (2018)

    Article  Google Scholar 

  58. A. Zemouche, A. Alessandri, A new LMI condition for decentralized observer-based control of linear systems with nonlinear interconnections, in 53rd IEEE Conference on Decision and Control (IEEE, 2014), pp. 3125–3130

  59. L. Zha, J. Fang, X. Li, J. Liu, Event-triggered output feedback \(H_\infty \) control for networked Markovian jump systems with quantizations. Nonlinear Anal. Hybrid Syst. 24, 146–158 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  60. F. Zhang, K.M. Grigoriadis, Delay-dependent stability analysis and \(H_\infty \) control for state-delayed LPV system, in Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control (IEEE, 2005), pp. 1532–1537

  61. J. Zhang, S. Li, C.K. Ahn, Z. Xiang, Decentralized event-triggered adaptive fuzzy control for nonlinear switched large-scale systems with input delay via command-filtered backstepping. IEEE Trans. Fuzzy Syst. 30(6), 2118–2123 (2021)

    Article  Google Scholar 

  62. J. Zhang, B. Zhang, Gain-scheduled state-feedback control for LPV time-delay systems based on multiple performances, in Proceeding of the 11th World Congress on Intelligent Control and Automation (IEEE, 2014), pp. 4414–4419

  63. L. Zhang, L. He, Y. Song, New results on stability analysis of delayed systems derived from extended Wirtinger’s integral inequality. Neurocomputing 283, 98–106 (2018)

    Article  Google Scholar 

  64. X. Zhang, P. Tsiotras, C. Knospe, Stability analysis of LPV time-delayed systems. Int. J. Control 75(7), 538–558 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  65. X.M. Zhang, Q.L. Han, A. Seuret, F. Gouaisbaut, An improved reciprocally convex inequality and an augmented Lyapunov–Krasovskii functional for stability of linear systems with time-varying delay. Automatica 84, 221–226 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  66. X.M. Zhang, M. Wu, J.H. She, Y. He, Delay-dependent stabilization of linear systems with time-varying state and input delays. Automatica 41(8), 1405–1412 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  67. R. Zope, J. Mohammadpour, K. Grigoriadis, M. Franchek, Delay-dependent \(H_\infty \) control for LPV systems with fast-varying time delays, in 2012 American Control Conference (ACC) (IEEE, 2012), pp. 775–780

  68. R. Zope, J. Mohammadpour, K. Grigoriadis, M. Franchek, Delay-dependent output feedback control of time-delay LPV systems, in Control of Linear Parameter Varying Systems with Applications (Springer, 2012), pp. 279–299

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Shahbazzadeh, M., Sadati, S.J. Delay-Dependent \(H_\infty \) Control for LPV Time-Delay Systems via Dynamic Output Feedback. Circuits Syst Signal Process 42, 1477–1500 (2023). https://doi.org/10.1007/s00034-022-02176-3

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