Abstract
This work investigates the guaranteed cost impulsive control of nonlinear positive systems via the T–S fuzzy model-based approach. A fuzzy impulsive control strategy is constructed using the parallel distributed compensation (PDC) technique, and the closed-loop form is then cast into an impulsive dynamic system. Furthermore, through the constructed discretized copositive Lyapunov function, the existence condition of impulsive controller is obtained for ensuring the closed-loop system to be positive and exponentially stable, and a specific level of performance can also be guaranteed. The salient feature of the proposed controller design methodology is that the impulse interval partitioning technique is made full use of to get less conservative conditions. Finally, a pest management application demonstrates the usefulness of the developed impulsive controller design technique.
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Benzaouia, A., Oubah, R., Hajjaji, A.E.: Stabilization of positive Takagi–Sugeno fuzzy discrete-time systems with multiple delays and bounded controls. J. Franklin Inst. 351(7), 3719–3733 (2014)
Bokharaie, V.S., Mason, O.: On delay-independent stability of a class of nonlinear positive time-delay systems. IEEE Trans. Autom. Control 59(7), 1974–1977 (2014)
Brentari, M., Urbina, S., Arzelier, D., Louembet, C., Zaccarian, L.: A hybrid control framework for impulsive control of satellite rendezvous. IEEE Trans. Control Syst. Technol. 27(4), 1537–1551 (2019)
Briat, C.: Stability analysis and stabilization of stochastic linear impulsive, switched and sampled-data systems under dwell-time constraints. Automatica 74, 279–287 (2016)
Briat, C.: Dwell-time stability and stabilization conditions for linear positive impulsive and switched systems. Nonlinear Anal. Hybrid Syst 24, 198–226 (2017)
Briat, C., Seuret, A.: A looped-functional approach for robust stability analysis of linear impulsive systems. Syst. Control Lett. 61(10), 980–988 (2012)
Chang, S., Peng, T.: Adaptive guaranteed cost control of systems with uncertain parameters. IEEE Trans. Autom. Control 17(4), 474–483 (1972)
Chen, T., Liu, X.: \(\mu\)-stability of nonlinear positive systems with unbounded time-varying delays. IEEE Trans. Neural Netw. Learn. Syst. 28(7), 1710–1715 (2017)
Chen, W.H., Li, D.X., Lu, X.: Impulsive observers with variable update intervals for Lipschitz nonlinear time-delay systems. Int. J. Syst. Sci. 44(10), 1934–1947 (2013)
Chen, X., Lam, J., Lam, H.K.: Positive filtering for positive Takagi–Sugeno fuzzy systems under \(l_1\) performance. Inf. Sci. 299, 32–41 (2015)
Chen, W.H., Zhen, R., Wei Xing, Z.: Stability and \({L}_2\)-gain analysis for impulsive delay systems: An impulse-time-dependent discretized Lyapunov functional method. Automatica 86, 129–137 (2017)
Chen, X., Lam, J., Meng, M.: Controller synthesis for positive Takagi–Sugeno fuzzy systems under \(l_1\) performance. Int. J. Syst. Sci. 48(3), 515–524 (2017)
Chen, X., Wang, L., Chen, M., Shen, J.: \(l_{\infty }\)-induced output-feedback controller synthesis for positive nonlinear systems via T–S fuzzy model approach. Fuzzy Sets Syst. 385, 98–110 (2020)
Fadali, M.S., Jafarzadeh, S.: Stability analysis of positive interval type-2 TSK systems with application to energy markets. IEEE Trans. Fuzzy Syst. 22(4), 1031–1038 (2013)
Feng, J., Lam, J., Shu, Z., Wang, Q.: Internal positivity preserved model reduction. Int. J. Control 83(3), 575–584 (2010)
Goodwin, G.C., Carrasco, D.S., Seron, M.M., Medioli, A.M.: A fundamental control performance limit for a class of positive nonlinear systems. Automatica 95, 14–22 (2018)
Guo, H., Chen, L.: Time-limited pest control of a Lotka–Volterra model with impulsive harvest. Nonlinear Anal. Real World Appl. 10(2), 840–848 (2009)
Haddad, W.M., Chellaboina, V.: Stability and dissipativity theory for nonnegative dynamical systems: A unified analysis framework for biological and physiological systems. Nonlinear Anal. Real World Appl. 6(1), 35–65 (2005)
Hu, M.J., Xiao, J.W., Xiao, R.B., Chen, W.H.: Impulsive effects on the stability and stabilization of positive systems with delays. J. Franklin Inst. 354(10), 4034–4054 (2017)
Hu, M.J., Wang, Y.W., Xiao, J.W.: On finite-time stability and stabilization of positive systems with impulses. Nonlinear Anal. Hybrid Syst. 31, 275–291 (2019)
Li, X., Cao, J.: An impulsive delay inequality involving unbounded time-varying delay and applications. IEEE Trans. Autom. Control 62(7), 3618–3625 (2017)
Li, P., Lam, J.: Positive state-bounding observer for positive interval continuous-time systems with time delay. Int. J. Robust Nonlinear Control 22(11), 1244–1257 (2012)
Li, X., Song, S.: Stabilization of delay systems: Delay-dependent impulsive control. IEEE Trans. Automat. Control 62(1), 406–411 (2017)
Li, X., Yu, C., Gao, H.: Frequency-limited \(H_{\infty }\) model reduction for positive systems. IEEE Trans. Autom. Control 60(4), 1093–1098 (2014)
Liu, J., Lian, J., Zhuang, Y.: Output feedback \(l_1\) finite-time control of switched positive delayed systems with mdadt. Nonlinear Anal. Hybrid Syst. 15, 11–22 (2015)
Lu, Z., Chi, X., Chen, L.: Impulsive control strategies in biological control of pesticide. Theor. Popul. Biol. 64(1), 39–47 (2003)
Lv, H., Zhang, Q., Yan, X.: Robust normalization and guaranteed cost control for a class of uncertain singular Markovian jump systems via hybrid impulsive control. Int. J. Robust Nonlinear Control 25(7), 987–1006 (2015)
Meng, M., Lam, J., Feng, J., Zhao, X., Chen, X.: Exponential stability analysis and \(l_1\) synthesis of positive t–s fuzzy systems with time-varying delays. Nonlinear Anal. Hybrid Syst 24, 186–197 (2017)
Qi, W., Park, J.H., Cheng, J., Chen, X.: Stochastic stability and l1-gain analysis for positive nonlinear semi-Markov jump systems with time-varying delay via t–s fuzzy model approach. Fuzzy Sets Syst. 371, 110–122 (2019)
Qi, W., Zong, G., Karimi, H.R.: \(L_{\infty }\) control for positive delay systems with semi-Markov process and application to a communication network model. IEEE Trans. Ind. Electron. 66(3), 2081–2091 (2019)
Rivadeneira, P.S., Ferramosca, A., González, A.H.: Control strategies for nonzero set-point regulation of linear impulsive systems. IEEE Trans. Autom. Control 63(9), 2994–3001 (2018)
Shao, H., Zhao, J.: Dwell-time-dependent stability results for impulsive systems. IET Control Theory Appl. 11(7), 1034–1040 (2017)
Shao, H., Zhao, J.: A Lyapunov-like functional approach to stability for impulsive systems with polytopic uncertainties. J. Frankl. Inst. 354(16), 7463–7475 (2017)
Shen, J.: Analysis and Synthesis of Dynamic Systems with Positive Characteristics. Springer, New York (2017)
Shen, J., Lam, J.: Stability and performance analysis for positive fractional-order systems with time-varying delays. IEEE Trans. Autom. Control 61(9), 2676–2681 (2015)
Storn, R., Price, K.: Differential evolution: A simple and efficient heuristic for global optimization over continuous spaces. J. Glob. Optim. 11(4), 341–359 (1997)
Wang, L., Lam, H.K.: \(H_{\infty }\) control for continuous-time Takagi–Sugeno fuzzy model by applying generalized Lyapunov function and introducing outer variables. Automatica 125, 109409 (2021)
Wang, Z.P., Wu, H.N.: Fuzzy impulsive control for uncertain nonlinear systems with guaranteed cost. Fuzzy Sets Syst. 302, 143–162 (2016)
Wang, J., Liang, J., Wang, L.: Switched mechanisms for stability and l1-gain analysis of t-s fuzzy positive systems described by the F–M second model. J. Frankl. Inst. 355(3), 1351–1372 (2018)
Wang, L., Liu, J., Lam, H.K.: Further study on stabilization for continuous-time Takagi–Sugeno fuzzy systems with time delay. IEEE Trans. Cybern. 13, 1–7 (2020). https://doi.org/10.1109/TCYB.2020.2973276
Wu, R., Fečkan, M.: Stability analysis of impulsive fractional-order systems by vector comparison principle. Nonlinear Dyn. 82(4), 2007–2019 (2015)
Wu, X., Tang, Y., Zhang, W.: Input-to-state stability of impulsive stochastic delayed systems under linear assumptions. Automatica 66, 195–204 (2016)
Xiang, W., Lam, J., Shen, J.: Stability analysis and \(l_1\)-gain characterization for switched positive systems under dwell-time constraint. Automatica 85, 1–8 (2017)
Xie, X., Lam, J.: Guaranteed cost control of periodic piecewise linear time-delay systems. Automatica 94, 274–282 (2018)
Xie, C.H., Yang, G.H.: Approximate guaranteed cost fault-tolerant control of unknown nonlinear systems with time-varying actuator faults. Nonlinear Dyn. 83(1–2), 269–282 (2016)
Xie, X., Yue, D., Peng, C.: Relaxed real-time scheduling stabilization of discrete-time Takagi–Sugeno fuzzy systems via an alterable-weights-based ranking switching mechanism. IEEE Trans. Fuzzy Syst. 26(6), 3808–3819 (2018)
Xie, X., Yue, D., Peng, C.: Observer design of discrete-time fuzzy systems based on an alterable weights method. IEEE Trans. Cybern. 50(4), 1430–1439 (2020)
Yang, X., Yang, Z., Nie, X.: Exponential synchronization of discontinuous chaotic systems via delayed impulsive control and its application to secure communication. Commun. Nonlinear Sci. Numer. Simul. 19(5), 1529–1543 (2014)
Yang, X., Peng, D., Lv, X., Li, X.: Recent progress in impulsive control systems. Math. Comput. Simul. 155, 244–268 (2019)
Zhang, J.S., Wang, Y.W., Xiao, J.W., Guan, Z.H.: Stability analysis of impulsive positive systems. IFAC Proc. 47(3), 5987–5991 (2014)
Zhang, T., Meng, X., Liu, R., Zhang, T.: Periodic solution of a pest management Gompertz model with impulsive state feedback control. Nonlinear Dyn. 78(2), 921–938 (2014)
Zhang, J., Raïssi, T., Li, S.: Non-fragile saturation control of nonlinear positive Markov jump systems with time-varying delays. Nonlinear Dyn. 97, 1–2 (2019)
Zhang, N., Kang, Y., Yu, P.: Stability analysis of discrete-time switched positive nonlinear systems with unstable subsystems under different switching strategies. IEEE Trans. Circ. Syst. II Express Briefs 68(6), 1957–1961 (2021)
Zhao, P., Zhao, Y., Song, X.: Stochastic stability of nonlinear positive systems with random switching signals. Nonlinear Anal. Hybrid Syst. 38, 100940 (2020)
Zheng, X., Wang, X., Yin, Y., Hu, L.: Stability analysis and constrained fuzzy tracking control of positive nonlinear systems. Nonlinear Dyn. 83(4), 2509–2522 (2016)
Zhu, B., Suo, M., Chen, L., Li, S.: Stability and \({L_{1}}\)-gain analysis for positive Takagi–Sugeno fuzzy systems with impulse. IEEE Trans. Fuzzy Syst. 26(6), 3893–3901 (2018)
Zhu, B., Zhang, J., Suo, M., Chen, L., Zhang, Y., Li, S.: Robust stability analysis and controller synthesis for uncertain impulsive positive systems under \(L_{1}\)-gain performance. ISA Trans. 93C, 55–69 (2019)
Acknowledgements
This work is supported by the Natural Science Foundation of Shandong Province (Grant Nos. ZR2020QF051, ZR2020QH019), the Traditional Chinese Medicine Science and Technology Project of Shandong Province (Grant No. 2020M041), Clinical Medicine Science and Technology Innovation Plan of Jinan City(No. 202019093), and the Medical Health Science and Technology Development Plan of Shandong Province (Grant No. 2019WS496).
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Zhu, B., Wang, H., Zhang, J. et al. Guaranteed Cost Impulsive Control of Nonlinear Positive Systems Via T–S Fuzzy Model. Int. J. Fuzzy Syst. 24, 1467–1477 (2022). https://doi.org/10.1007/s40815-021-01202-x
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DOI: https://doi.org/10.1007/s40815-021-01202-x