Abstract
The paper is concerned with positive observer design for positive Markovian jump systems with partly known transition rates. By applying a linear co-positive type Lyapunov-Krasovskii function, a sufficient condition is proposed to ensure the stochastic stability of the error positive system and the existence of the positive observer, which is computed in linear programming. Finally, an example is given to demonstrate the validity of the main results.
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References
Farina L and Rinaldi S, Positive Linear Systems: Theory and Applications, Wiley, New York, 2000.
Kaczorek T, Positive 1D and 2D Systems, Springer, Berlin, 2002.
Shorten R, Wirth F, and Leith D, A positive systems model of TCP–like congestion control: asymptotic results, IEEE/ACM Trans. Netw., 2003, 14(3): 616–629.
Caccetta L and Rumchev V G, A positive linear discrete-time model of capacity planning and its controllability properties, Math. Comput. Model., 2004, 40(1–2): 217–226.
Yoshio E, Dimitri P, and Denis A, LMI approach to linear positive system analysis and synthesis, Syst. Control Lett., 2014, 63: 50–56.
Phat V N and Sau N H, On exponential stability of linear singular positive delayed systems, Appl. Math. Lett., 2014, 38: 67–72.
Ait Rami M and Tadeo F, Controller synthesis for positive linear systems with bounded controls, IEEE Trans. Circuits Syst. Part II: Express Briefs, 2007, 54(2): 151–155.
Chen X M, James L, Li P, et al., l1-induced norm and controller synthesis of positive systems, Automatica, 2013, 49(5): 1377–1385.
Hernandez-Vargas E, Colaneri P, Middleton R, et al., Discrete-time control for switched positive systems with application to mitigating viral escape, Int. J. Robust Nonlin., 2011, 21(10): 1093–1111.
Song Y, Xie J X, Fei M R, et al., Mean square exponential stabilization of networked control systems with Markovian packet dropouts, Trans. I. Meas. Control, 2013, 35(1): 75–82.
Shen L J and Buscher U, Solving the serial batching problem in job shop manufacturing systems, Eur. J. Oper. Res., 2012, 221(1): 14–26.
Ge X H and Han Q L, Distributed fault detection over sensor networks with Markovian switching topologies, Int. J. Gen. Syst., 2014, 43(3–4): 305–318.
He Q and Yin G G, Invariant density, Lapunov exponent, and almost sure stability of Markovian- Regime-Switching linear systems, Journalof Systems Science & Complexity, 2011, 24(1): 79–92.
Kao Y G, Xie J, and Wang C H, Stabilisation of singular Markovian jump systems with generally uncertain transition rates, IEEE Trans. Autom. Control, 2014, 59(9): 2604–2610.
Kao Y G, Xie J, Wang C H, et al., A sliding mode approach to H∞ non-fragile observer-based control design for uncertain Markovian neutral-type stochastic systems, Automatica, 2015, 52: 218–226.
Zhang L X and Boukas E K, Stability and stabilization for Markovian jump linear systems with partly unknown transition probabilities, Automatica, 2009, 45(2): 463–468.
Zhao X D and Zeng Q S, Delay-dependent H∞ performance analysis for Markovian jump linear systems with mode-Dependent time varying delays and partially known transition rates, Int. J. Control Autom. Syst., 2010, 8(2): 482–489.
Zhang L X and Boukas E K, Mode-dependent H∞ filtering for discrete-time Markovian jump linear systems with partly unknown transition probabilities, Automatica, 2009, 45(6): 463–468.
Wang Y J, Zuo Z Q, and Cui Y L, Stochastic stabilization of Markovian jump systems with partial unknown transition probabilities and actuator saturation, Circuits Syst. Signal Process., 2012, 31(1): 371–383.
Zhao J J, Shen H, Li B, et al., Finite-Time H∞ control for a class of Markovian jump delayed systems with input saturation, Nonlinear Dynam., 2013, 73(1–2): 1099–1110.
Bolzern P, Colaneri P, and De Nicolao G, Stochastic stability of positive Markov jump linear systems, Automatica, 2014, 50(4): 1181–1187.
Zhang J F, Han Z Z, and Zhu F, Stochastic stability and stabilization of positive systems with Markovian jump parameters, Nonlinear Anal.: Hybrid Syst., 2014, 12: 147–155.
Zhu S Q, Han Q L, and Zhang C H, l1-gain performance analysis and positive filter design for positive discrete-time Markov jump linear systems: A linear programming approach, Automatica, 2014, 50(8): 2098–2107.
Hardin H M and Van Schuppen J, Observers for linear positive systems, Linear Algebra Appl., 2007, 425(2–3): 571–607.
Shu Z, Lam J, Gao H J, et al., Positive observers and dynamic output–feedback controllers for interval positive linear systems, IEEE Trans. Circuits Syst., 2008, 55(10): 3209–3222.
Xiang M and Xiang Z R, Observer design of switched positive systems with time-varying delays, Circuits Syst. Signal Process., 2013, 32(5): 2171–2184.
Li S, Xiang Z R, and Karimi H R, Positive L 1 observer design for positive switched systems, Circuits Syst. Signal Process., 2014, 33(7): 2085–2106
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This research was supported by the Key Program of National Natural Science Foundation of China under Grant Nos. 61573088 and 61433004.
This paper was recommended for publication by Editor SUN Jian.
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Wang, J., Qi, W. & Gao, X. Positive observer design for positive Markovian jump systems with partly known transition rates. J Syst Sci Complex 30, 307–315 (2017). https://doi.org/10.1007/s11424-017-5053-8
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DOI: https://doi.org/10.1007/s11424-017-5053-8