×

Improved \(H_\infty\) deconvolution filter design for Lur’e singular Markovian jump systems based on sector bounded condition. (English) Zbl 1481.93138

Summary: This paper investigates the deconvolution filter for Lur’e time-varying delays singular Markovian jump systems. Firstly, by establishing mode-dependent Lyapunov-Krasovskii functional and considering sector bounded conditions, stochastic stability conditions and \(H_\infty\) performance index are obtained for Lur’e singular Markovian jump systems. Secondly, both regularity and impulse-freeness are acquired by singular value decomposition technique. Thirdly, deconvolution filter is realized by virtue of linear matrix inequalities. Ultimately, the utility of this present method is validated by a numerical example and an oil catalytic cracking process.

MSC:

93E11 Filtering in stochastic control theory
93E15 Stochastic stability in control theory
93B36 \(H^\infty\)-control
93C43 Delay control/observation systems
Full Text: DOI

References:

[1] Zhang, Q.; Li, L.; Yan, X.; Spurgeon, S. K., Sliding mode control for singular stochastic Markovian jump systems with uncertainties, Automatica, 79, 27-34 (2017) · Zbl 1371.93048
[2] Feng, Z.; Shi, P., Two equivalent sets: application to singular systems, Automatica, 77, 198-205 (2017) · Zbl 1355.93062
[3] Xu, S.; Lam, J.; Zou, Y.; Li, J., Technical communique: robust admissibility of time-varying singular systems with commensurate time delays, Automatica, 45, 11, 2714-2717 (2009) · Zbl 1180.93088
[4] Dai, L., Singular Control Systems (1989), Springer: Springer Berlin · Zbl 0669.93034
[5] Xu, S.; Dooren, P. V.; Stefan, R.; Lam, J., Robust stability and stabilization for singular systems with state delay and parameter uncertainty, IEEE Trans. Autom. Control, 47, 7, 1122-1128 (2002) · Zbl 1364.93723
[6] Feng, Z.; Jiang, Z.; Zheng, W., Reachable set synthesis of singular Markovian jump systems, J. Frankl. Inst., 357, 18, 13785-13799 (2020) · Zbl 1454.93021
[7] Shen, H.; Li, F.; Xu, S.; Sreeram, V., Slow state variables feedback stabilization for semi-Markov jump systems with singular perturbations, IEEE Trans. Autom. Control, 63, 8, 2709-2714 (2018) · Zbl 1423.93404
[8] Liu, G.; Park, J. H.; Xu, S.; Zhuang, G., Robust non-fragile \(H_\infty\) fault detection filter design for delayed singular Markovian jump systems with linear fractional parametric uncertainties, Nonlinear Anal., 32, 65-78 (2019) · Zbl 1425.93285
[9] Jiang, B.; Kao, Y.; Karimi, H. R.; Gao, C., Stability and stabilization for singular switching semi-Markovian jump systems with generally uncertain transition rates, IEEE Trans. Autom. Control, 63, 11, 3919-3926 (2018) · Zbl 1423.93397
[10] Zhuang, G.; Su, S.; Xia, J.; Sun, W., HMM-based asynchronous \(H_\infty\) filtering for fuzzy singular Markovian switching systems with retarded time-varying delays, IEEE Trans. Cybern., 51, 3, 1189-1203 (2021)
[11] Zheng, M.; Yang, S.; Li, L., Sliding mode control for fuzzy Markovian jump singular system with time-varying delay, Int. J. Control Autom. Syst, 17, 1677-1686 (2019)
[12] Zhang, J.; Yang, H.; Raïssi, T., Stability analysis and saturation control for nonlinear positive Markovian jump systems with randomly occurring actuator faults, Int. J. Robust Nonlinear Control, 30, 13, 5062-5100 (2020) · Zbl 1466.93176
[13] Jiang, B.; Gao, C., Decentralized adaptive sliding mode control of large-scale semi-Markovian jump interconnected systems with dead-zone input, IEEE Trans. Autom. Control (2021)
[14] Zhang, P.; Kao, Y.; Hu, J.; Niu, B., Robust observer-based sliding mode \(H_\infty\) control for stochastic Markovian jump systems subject to packet losses, Automatica, 130, 109665 (2021) · Zbl 1478.93107
[15] Zhang, B.; Xu, S.; Ma, Q.; Zhang, Z., Output-feedback stabilization of singular LPV systems subject to inexact scheduling parameters, Automatica, 104, 1-7 (2019) · Zbl 1415.93209
[16] Li, F.; Xu, S.; Zhang, B., Resilient asynchronous \(H_\infty\) control for discrete-time Markov jump singularly perturbed systems based on hidden Markov model, IEEE Trans. Syst. Man Cybern. Syst., 50, 8, 2860-2869 (2020)
[17] Zhang, P.; Kao, Y.; Hu, J.; Niu, B.; Xia, H.; Wang, C., Finite-time observer-based sliding-mode control for Markovian jump systems with switching chain: average dwell-time method, IEEE Trans. Cybern (2021)
[18] Xu, Z.; Ni, H.; Karimi, H. R.; Zhang, D., A Markovian jump system approach to consensus of heterogeneous multiagent systems with partially unknown and uncertain attack strategies, Int. J. Robust Nonlinear Control, 30, 3039-3053 (2020) · Zbl 1465.93209
[19] Sun, H.; Li, Y.; Zong, G.; Hou, L., Disturbance attenuation and rejection for stochastic Markovian jump system with partially known transition probabilities, Automatica, 89, 349-357 (2018) · Zbl 1388.93100
[20] Zhuang, G.; Xia, J.; Feng, J.; Sun, W.; Zhang, B., Admissibilization for implicit jump systems with mixed retarded delays based on reciprocally convex integral inequality and Barbalat’s lemma, IEEE Trans. Syst. Man Cybern. Syst., 51, 11, 6808-6818 (2021)
[21] Jiang, B.; Karimi, H. R.; Yang, S.; Gao, C.; Kao, Y., Observer-based adaptive sliding mode control for nonlinear stochastic Markov jump systems via T-S fuzzy modeling: applications to robot arm model, IEEE Trans. Ind. Electron, 68, 1, 466-477 (2021)
[22] Li, F.; Du, C.; Yang, C.; Gui, W., Passivity-based asynchronous sliding mode control for delayed singular Markovian jump systems, IEEE Trans. Autom. Control, 63, 8, 2715-2721 (2018) · Zbl 1423.93365
[23] Qi, W.; Zong, G.; Zheng, W., Adaptive event-triggered SMC for stochastic switching systems with semi-Markov process and application to boost converter circuit model, IEEE Trans. Circuits Syst. Regul. Pap. I, 68, 2, 786-796 (2021)
[24] Ma, Y.; Jia, X.; Liu, D., Robust finite-time \(H_\infty\) control for discrete-time singular Markovian jump systems with time-varying delay and actuator saturation, Appl. Math. Comput., 286, 213-227 (2016) · Zbl 1410.93112
[25] S. Li, H. Sun, J. Yang, X. Yu, Continuous finite-time output regulation for disturbed systems under mismatching condition, IEEE Trans. Autom. Control 60(1) 277-282. · Zbl 1360.93255
[26] Feng, Z.; Yang, Y.; Lam, H. K., Extended-dissipativity-based adaptive event-triggered control for stochastic polynomial fuzzy singular systems, IEEE Trans. Fuzzy Syst (2021)
[27] Mao, J.; Li, S.; Li, Q.; Yang, J., Design and implementation of continuous finite-time sliding mode control for 2-DOF inertially stabilized platform subject to multiple disturbances, ISA Trans., 84, 214-224 (2019)
[28] Y. Kao, Y. Li, J.H. Park, X. Chen, Mittag-Leffler synchronization of delayed fractional memristor neural networks via adaptive control, IEEE Trans. Neural Netw. Learn. Syst. 32 (5) 2279-2284.
[29] Meng, Q.; Ma, Q., Global stabilization for a class of stochastic nonlinear time-delay systems with unknown measurement drifts and its application, IEEE Trans. Neural Netw. Learn. Syst (2021)
[30] Zhuang, G.; Sun, W.; Su, S.; Xia, J., Asynchronous feedback control for delayed fuzzy degenerate jump systems under observer-based event-driven characteristic, IEEE Trans. Fuzzy Syst (2020)
[31] Lee, T. H.; Park, J. H.; Xu, S., Relaxed conditions for stability of time-varying delay systems, Automatica, 75, 11-15 (2017) · Zbl 1351.93122
[32] Wang, Z.; Ding, S.; Shan, Q.; Zhang, H., Stability of recurrent neural networks with time-varying delay via flexible terminal method, IEEE Trans. Neural Netw. Learn. Syst., 28, 10, 2456-2463 (2017)
[33] Lee, T. H.; Park, J. H., A novel Lyapunov functional for stability of time-varying delay systems via matrix-refined-function, Automatica, 80, 239-242 (2017) · Zbl 1370.93198
[34] Koga, S.; Bresch-Pietri, D.; Krstic, M., Delay compensated control of the Stefan problem and robustness to delay mismatch, Int. J. Robust Nonlinear Control, 30, 6, 2304-2334 (2020) · Zbl 1465.93098
[35] Wei, Y.; Park, J. H.; Karimi, H. R.; Tian, Y.; Jung, H., Improved stability and stabilization results for stochastic synchronization of continuous-time semi-Markovian jump neural networks with time-varying delay, IEEE Trans. Neural Netw. Learn. Syst., 29, 6, 2488-2501 (2018)
[36] Ma, Q.; Xu, S., Consensus switching of second-order multiagent systems with time delay, IEEE Trans. Cybern (2020)
[37] Li, H.; Kao, Y.; Bao, H.; Chen, Y., Uniform stability of complex-valued neural networks of fractional order with linear impulses and fixed time delays, IEEE Trans. Neural Netw. Learn. Syst. (2021)
[38] Zhang, C.; He, Y.; Jiang, L.; Wang, Q.; Wu, M., Stability analysis of discrete-time neural networks with time-varying delay via an extended reciprocally convex matrix inequality, IEEE Trans. Cybern., 47, 10, 3040-3049 (2017)
[39] Wei, Y.; Qiu, J.; Shi, P.; Lam, H. K., A new design of \(H_\infty\) piecewise filtering for discrete-time nonlinear time-varying delay systems via T-S fuzzy affine models, IEEE Trans. Syst. Man Cybern. Syst., 47, 8, 2034-2047 (2017)
[40] Karimi, H. R.; Gao, H., New delay-dependent exponential \(H_\infty\) synchronization for uncertain neural networks with mixed time delays, IEEE Trans. Syst. Man Cybern. Part B, 40, 1, 173-185 (2010)
[41] Manivannan, R.; Samidurai, R.; Cao, J.; Alsaedi, A.; Alsaadi, F. E., Design of extended dissipativity state estimation for generalized neural networks with mixed time-varying delay signals, Inform. Sci., 424, 175-203 (2018) · Zbl 1447.93347
[42] Cao, Y.; Kao, Y.; Park, J. H.; Bao, H., Global Mittag-Leffler stability of the delayed fractional-coupled reaction-diffusion system on networks without strong connectedness, IEEE Trans. Neural Netw. Learn. Syst. (2021)
[43] Zhang, Y.; Ou, Y.; Wu, X.; Zhou, Y., Resilient dissipative dynamic output feedback control for uncertain Markov jump Lur’e systems with time-varying delays, Nonlinear Anal., 24, 13-27 (2017) · Zbl 1377.93065
[44] Zhang, J.; Raïssi, T.; Li, S., Non-fragile saturation control of nonlinear positive Markov jump systems with time-varying delays, Nonlinear Dyn., 97, 1495-1513 (2019) · Zbl 1430.60069
[45] Xie, Y.; Ma, Q., Adaptive event-triggered neural network control for switching nonlinear systems with time delays, IEEE Trans. Neural Netw. Learn. Syst. (2021)
[46] Qi, W.; Xu, Y.; Park, J. H.; Cao, J.; Cheng, J., Fuzzy SMC for quantized nonlinear stochastic switching systems with semi-Markovian process and application, IEEE Trans. Cybern. (2021)
[47] Li, C.; Chen, L.; Aihara, K., Stability of genetic networks with sum regulatory logic: Lur’e system and LMI approach, IEEE Trans. Circuits Syst. Regul. Pap. I, 53, 11, 2451-2458 (2006) · Zbl 1374.92045
[48] Zhou, P.; Wang, Y.; Wang, Q.; Chen, J.; Duan, D., Stability and passivity analysis for Lur’e singular systems with Markovian switching, Int. J. Autom. Comput., 10, 1, 79-84 (2013)
[49] Zhang, H.; Cao, J.; Xiong, L., Novel synchronization conditions for time-varying delayed Lur’e system with parametric uncertainty, Appl. Math. Comput., 350, 224-236 (2019) · Zbl 1428.93087
[50] Dey, A.; Patra, S.; Sen, S., Stability analysis and controller design for Lur’e system with hysteresis nonlinearities: a negative-imaginary theory based approach, Int. J. Control, 92, 8, 1903-1913 (2019) · Zbl 1421.93103
[51] Huang, J.; Zhang, W.; Shi, M.; Chen, L.; Yu, L., \(H_\infty\) observer design for singular one-sided Lur’e differential inclusion system, J. Frankl. Inst., 354, 8, 3305-3321 (2017) · Zbl 1364.93214
[52] Qi, W.; Zong, G.; Su, S., Fault detection for semi-Markov switching systems in the presence of positivity constraints, IEEE Trans. Cybern. (2021)
[53] Zhuang, G.; Xu, S.; Zhang, B.; Xu, H.; Chu, Y., Robust \(H_\infty\) deconvolution filtering for uncertain singular Markovian jump systems with time-varying delays, Int. J. Robust Nonlinear Control, 26, 12, 2564-2585 (2016) · Zbl 1346.93388
[54] Kao, Y.; Li, H., Asymptotic multistability and local s-asymptotic \(\omega \)-periodicity for the nonautonomous fractional-order neural networks with impulses, Sci. China Inf. Sci., 64, 112207 (2021)
[55] Zhu, Y.; Zhang, L.; Zheng, W., Distributed \(H_\infty\) filtering for a class of discrete-time Markov jump Lur’e systems with redundant channels, IEEE Trans. Ind. Electron., 63, 3, 1876-1885 (2016)
[56] Qi, W.; Hou, Y.; Zong, G.; Ahn, C. K., Finite-time event-triggered control for semi-Markovian switching cyber-physical systems with FDI attacks and applications, IEEE Trans. Circuits Syst. Regul. Pap. I, 68, 6, 2665-2674 (2021)
[57] Ren, Q.; Kao, Y.; Wang, C.; Xia, H.; Wang, X., New results on the generalized discrete reaching law with positive or negative decay factors, IEEE Trans. Autom. Control (2021)
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.