Switched interval observer for uncertain continuous-time systems

This paper addresses the problem of robust state estimation of switched uncertain systems subject to unknown disturbances. The proposed approach is based on switched interval observers which provide guaranteed lower and upper bounds allowing to evaluate the set of admissible values of the real state vector. The stability and cooperativity conditions of the proposed switched observer are expressed in terms of linear matrix inequalities (LMIs), witch have been established using a common quadratic Lyapunov function (CQLF). Estimation accuracy and robustness with respect to unknown disturbances is analyzed using H∞ objective with pole placement constraints. The proposed approach is illustrated by a numerical example.

[1]  Z. G. Lia,et al.  Observer-based stabilization of switching linear systems , 2003 .

[2]  Jérôme Harmand,et al.  Robust regulation of a class of partially observed nonlinear continuous bioreactors , 2002 .

[3]  Franco Blanchini,et al.  Switched Positive Linear Systems , 2015, Found. Trends Syst. Control..

[4]  G. A. Ackerson,et al.  On state estimation in switching environments , 1968 .

[5]  Angelo Alessandri,et al.  Design of Luenberger Observers for a Class of Hybrid Linear Systems , 2001, HSCC.

[6]  A. Morse,et al.  Basic problems in stability and design of switched systems , 1999 .

[7]  P. Varaiya,et al.  Hybrid dynamical systems , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[8]  Bor-Sen Chen,et al.  Mixed H2/H∞ fuzzy output feedback control design for nonlinear dynamic systems: an LMI approach , 2000, IEEE Trans. Fuzzy Syst..

[9]  Denis V. Efimov,et al.  Interval state observer for nonlinear time varying systems , 2013, Autom..

[10]  Denis V. Efimov,et al.  Interval observers for continuous-time LPV systems with L1/L2 performance , 2015, Autom..

[11]  J. Gouzé,et al.  Interval observers for uncertain biological systems , 2000 .

[12]  J.P. Hespanha Switching in Systems and Control [Book Review] , 2005, IEEE Control Systems.

[13]  K. Narendra,et al.  On the stability and existence of common Lyapunov functions for stable linear switching systems , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[14]  Leonid M. Fridman,et al.  Interval estimation for LPV systems applying high order sliding mode techniques , 2012, Autom..

[15]  M. Ait Rami,et al.  Robust interval observer with uncertainties in the output , 2010, 18th Mediterranean Conference on Control and Automation, MED'10.

[16]  Daniel Liberzon,et al.  Lie-algebraic conditions for exponential stability of switched systems , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[17]  Daniel Liberzon,et al.  Lie-Algebraic Stability Criteria for Switched Systems , 2001, SIAM J. Control. Optim..

[18]  Alberto L. Sangiovanni-Vincentelli,et al.  Design of Observers for Hybrid Systems , 2002, HSCC.