Delay-dependent parameter-dependent H∞ filtering for a class of LPV delayed systems using PPDQ functions

The problem of delay-dependent parameter-dependent H∞ filtering for state estimation of a class of LPV systems with multiple constant time delays in the state vector is investigated. With the help of polynomially parameter-dependent quadratic (PPDQ) functions and a suitable change of variables, the required sufficient conditions with high precision are established in terms of delay-dependent parameter-independent linear matrix inequalities (LMIs) for the existence of the desired H∞ filters. The explicit expression of the delay-dependent parameter-dependent H∞ filters is derived to satisfy both asymptotic stability and a prescribed level of disturbance attenuation. Accordingly, the designed filter will have the ability to track the plant states in the presence of external disturbances. Two numerical examples are provided to demonstrate the validity of the proposed design approach.

[1]  Karolos M. Grigoriadis,et al.  H/sub /spl infin// and L/sub 2/-to-L/sub /spl infin// gain control of linear parameter-varying systems with parameter-varying delays , 2003 .

[2]  Hamid Reza Karimi,et al.  A Successive Approximation Algorithm to Optimal Feedback Control of Time-varying LPV State-delayed Systems , 2007 .

[3]  Pierre-Alexandre Bliman Stabilization of LPV systems , 2003, 42nd IEEE International Conference on Decision and Control (IEEE Cat. No.03CH37475).

[4]  Pierre-Alexandre Bliman,et al.  An existence result for polynomial solutions of parameter-dependent LMIs , 2004, Syst. Control. Lett..

[5]  K. Goh,et al.  Control system synthesis via bilinear matrix inequalities , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[6]  Zidong Wang,et al.  Robust filtering for uncertain linear systems with delayed states and outputs , 2002 .

[7]  J. Hale,et al.  Stability of Motion. , 1964 .

[8]  Pramod P. Khargonekar,et al.  Mixed H2/H∞ filtering , 1996 .

[9]  Maurício C. de Oliveira,et al.  H2 and H∞ robust filtering for convex bounded uncertain systems , 2001, IEEE Trans. Autom. Control..

[10]  Michael Athans,et al.  Guaranteed properties of gain scheduled control for linear parameter-varying plants , 1991, Autom..

[11]  Karolos M. Grigoriadis,et al.  LPV Systems with parameter-varying time delays: analysis and control , 2001, Autom..

[12]  P. Khargonekar,et al.  Mixed H/sub 2//H/sub infinity / filtering , 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

[13]  Pierre Apkarian,et al.  Advanced gain-scheduling techniques for uncertain systems , 1998, IEEE Trans. Control. Syst. Technol..

[14]  Javad Mohammadpour,et al.  Design of the delay-dependent /spl Lscr//sub 2/-gain filters for a general class of LPV time-delayed systems , 2005, 2005 IEEE International Conference on Systems, Man and Cybernetics.

[15]  Pierre Apkarian,et al.  Self-scheduled H∞ control of linear parameter-varying systems: a design example , 1995, Autom..

[16]  E. Feron,et al.  Analysis and synthesis of robust control systems via parameter-dependent Lyapunov functions , 1996, IEEE Trans. Autom. Control..

[17]  PooGyeon Park,et al.  A delay-dependent stability criterion for systems with uncertain time-invariant delays , 1999, IEEE Trans. Autom. Control..

[18]  Pierre Apkarian,et al.  Parameterized LMIs in Control Theory , 2000, SIAM J. Control. Optim..

[19]  C. D. Souza,et al.  Robust H∞ Filtering for Linear Continuous-Time Uncertain Systems With Multiple Delays: An LMI Approach , 2000 .

[20]  T. Kailath,et al.  Indefinite-quadratic estimation and control: a unified approach to H 2 and H ∞ theories , 1999 .

[21]  J.C. Geromel,et al.  H/sub 2/ and H/sub /spl infin// robust filtering for convex bounded uncertain systems , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[22]  B. Lohmann,et al.  A Delay-Dependent Approach to Robust Filtering for LPV Systems with Discrete and Distributed Delays using PPDQ Functions , 2007 .

[23]  Huijun Gao,et al.  Robust H∞ Filtering for LPV Discrete-Time State-Delayed Systems , 2004 .

[24]  Jean-Michel Dion,et al.  Stability and robust stability of time-delay systems: A guided tour , 1998 .

[25]  Emilia Fridman,et al.  Robust H∞ filtering of linear systems with time-varying delay , 2003, IEEE Trans. Autom. Control..

[26]  Pierre-Alexandre Bliman,et al.  A Convex Approach to Robust Stability for Linear Systems with Uncertain Scalar Parameters , 2003, SIAM J. Control. Optim..

[27]  H. R. Karimi,et al.  Parameter-dependent adaptive H∞ control design for a class of linear parameter-varying systems using polynomially parameter-dependent quadratic functions , 2007 .

[28]  P. Khargonekar,et al.  Robust stabilization of linear systems with norm-bounded time-varying uncertainty , 1988 .

[29]  C. Knospe,et al.  Stability analysis of LPV time-delayed systems , 2002 .

[30]  P. Tsiotras,et al.  Multi-Parameter Dependent Lyapunov Functions for the Stability Analysis of Parameter-Dependent LTI Systems , 2005, Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation Intelligent Control, 2005..

[31]  M. S. Mahmoud,et al.  Robust /spl Hscr//sub /spl infin// filtering for a class of linear parameter-varying systems , 2001 .

[32]  Graziano Chesi,et al.  Polynomially parameter-dependent Lyapunov functions for robust stability of polytopic systems: an LMI approach , 2005, IEEE Transactions on Automatic Control.

[33]  B. Anderson,et al.  Optimal Filtering , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[34]  J. Tsitsiklis,et al.  NP-hardness of some linear control design problems , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[35]  Hamid Reza Karimi Robust stabilization withH∞performance for a class of linear parameter-dependent systems , 2006 .

[36]  P. Gahinet,et al.  A convex characterization of gain-scheduled H∞ controllers , 1995, IEEE Trans. Autom. Control..

[37]  Erik I. Verriest,et al.  Stability and Control of Time-delay Systems , 1998 .

[38]  B. Lohmann,et al.  H∞ control of parameter-dependent state-delayed systems using polynomial parameter-dependent quadratic functions , 2005 .