Abstract
The output regulation control problem for the Markovian jump systems with colored-noise is proposed in this paper. Since the modes mismatch problem often exists in the Markovian switching system, the authors design a modes asynchronous controller with an internal model form, which can not only deal with external disturbance, but also reduce the influence of stochastic noise on the system, such that the mean square of the regulation error can be made arbitrarily small by turning the designed parameters. Meanwhile, a criterion of the m-th moment noise-to-state exponential stability is presented for continuous-time Markovian jump systems under the asynchronous control.
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Krasovskii N and Lidskii E, Analytical design of controllers in stochastic systems with velocity-limited controlling action, Journal of Applied Mathematics and Mechanics, 1961, 25(3): 627–643.
Lidskii E, Optimal control of systems with random properties, Journal of Applied Mathematics and Mechanics, 1963, 27(1): 42–59.
Sworder D, Feedback control of a class of linear systems with jump parameters, IEEE Transactions on Automatic Control, 1969, 14(1): 9–14.
Shaiket L, Stability of stochastic hereditary systems with markov switching, Theory Stochastic Processes, 1996, 2(18): 180–184.
Mao X, Stability of stochastic differential equations with markovian switching, Stochastic Processes and Their Applications, 1999, 79(1): 45–67.
Wang Y, Pan Z, Li Y, et al., H∞ control for nonlinear stochastic markov systems with time-delay and multiplicative noise, Journal of Systems Science and Complexity, 2017, 30(6): 1293–1315.
Wang M, Meng Q, and Shen Y, H2/H∞ control for stochastic jump-diffusion systems with markovian switching, Journal of Systems Science and Complexity, 2021, 34(3): 924–954.
Li Y, Kao B, Xie J, et al., A guaranteed cost approach to dynamic output feedback control for neutral-type markovian jumping stochastic systems, Journal of Systems Science and Complexity, 2021, 34(4): 1487–1500.
Wu Z, Yang J, and Shi P, Adaptive tracking for stochastic nonlinear systems with Markovian switching, IEEE Transactions on Automatic Control, 2010, 55(9): 2135–2141.
Isidori A, Marconi L, and Serrani A, Robust Autonomous Guidance an Internal Model Approach, Springer-Verlag, London, 2003.
Serrani A, Isidori A, and Marconi L, Semiglobal nonlinear output regulation with adaptive internal model, IEEE Transactions on Automatic Control, 2001, 46(8): 1178–1194.
Huang J, Nonlinear Output Regulation: Theory and Applications, Society for Industrial and Applied Mathematics, Phildelphia, 2004.
Meng M, Liu L, and Feng G, Adaptive output regulation of heterogeneous multiagent systems under markovian switching topologies, IEEE Transactions on Cybernetics, 2018, 48(10): 2962–2971.
Costa O, Fragoso M, and Todorov M, Continuous-Time Markov Jump Linear Systems, Springer-Verlag, Berlin, 2013.
Stadtmann F and Costa O, Exponential hidden Markov models for H∞ control of jumping systems, IEEE Control Systems Letters, 2018, 2(4): 845–850.
Stadtmann F and Costa O, H2-control of continuous-time hidden Markov jump linear systems, IEEE Transactions on Automatic Control, 2017, 62(8): 4031–4037.
Wu Z G, Shi P, Shu Z, et al., Passivity-based asynchronous aontrol for Markov jump systems, IEEE Transactions on Automatic Control, 2017, 62(4): 2020–2025.
Xu Z, Wu Z G, Su H, et al., Energy-to-peak filtering of semi-Markov jump systems with mismatched modes, IEEE Transactions on Automatic Control, 2020, 65(10): 4356–4361.
Shen Y and Fang M, Dissipativity-based asynchronous control for 2-D Markov jump systems in continuous-time domain, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 51(9): 5349–5356.
Dong S, Chen G, Liu M, et al., Cooperative adaptive H∞ output regulation of continuous-time heterogeneous multi-agent Markov jump systems, IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 68(10): 3261–3265.
Wu Z, Stability criteria of random nonlinear systems and their applications, IEEE Transactions on Automatic Control, 2015, 60(4): 1038–1049.
Zhang H, Xia Y, and Wu Z, Noise-to-state stability of random switched systems and its applications, IEEE Transactions on Automatic Control, 2016, 61(6): 1607–1612.
Wu Z, Wang S, and Cui M, Tracking controller design for random nonlinear benchmark systems, Journal of the Franklin Institute, 2017, 354: 360–371.
Wang S, Wu Z, Wu Z G, The regulation controller design for linear random systems with an uncertain exosystem, Systems & Control Letters, 2022, 161: 105150.
Jiao T, Lu J, Li Y, et al., Stability analysis of random systems with Markovian switching and its application, Journal of the Franklin Institute, 2016, 353(1): 200–220.
Hautus M, Linear matrix equations with applications to the regulator problem, Outils et Modéles Mathématiques pour l’Automatique, l’Analyse de Systemes at Le Traitement Du Signal, 1983, 3: 399–412.
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This work was partially supported by the National Natural Science Foundation of China under Grant No. U1966202.
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Wang, S., Wu, ZG. & Wu, Z. Asynchronous Output Regulation Control for Continuous-Time Markovian Jump Systems with Colored-Noise. J Syst Sci Complex 36, 1463–1479 (2023). https://doi.org/10.1007/s11424-023-2157-1
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DOI: https://doi.org/10.1007/s11424-023-2157-1