Robust Filtering of Linear Systems With Time-Varying Delay

A robust delay-dependent filtering design is proposed for linear continuous systems with parameter uncertainty and time-varying delay. The resulting filter is of the general linear observer type and it guar- antees that the induced -norm of the system, relating the exogenous sig- nals to the estimation error, is less than a prescribed level for all possible parameters that reside in a given polytope. Our design is based on the ap- plication of the descriptor model transformation and Park's inequality for the bounding of cross terms and is expected to be the least conservative as compared to existing design methods. A numerical example indeed demon- strates this advantage of the new filtering scheme.

[1]  J. Pearson Estimation of Uncertain Systems , 1973 .

[2]  M. Malek-Zavarei,et al.  Time-Delay Systems: Analysis, Optimization and Applications , 1987 .

[3]  U. Shaked,et al.  Game theory approach to optimal linear estimation in the minimum H/sup infinity /-norm sense , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[4]  J. Speyer,et al.  A Linear-Quadratic Game Approach to Estimation and Smoothing , 1991, 1991 American Control Conference.

[5]  U. Shaked,et al.  H,-OPTIMAL ESTIMATION: A TUTORIAL , 1992 .

[6]  Seiichi Shin,et al.  Deadbeat control of continuous-time systems: MIMO case , 1996, Proceedings of 35th IEEE Conference on Decision and Control.

[7]  Minyue Fu,et al.  A linear matrix inequality approach to robust H∞ filtering , 1997, IEEE Trans. Signal Process..

[8]  Marc Bodson An Adaptive Algorithm for the Tuning of Two Input Shaping Methods , 1998, Autom..

[9]  P. Peres,et al.  Robust ℋ∞-Filtering Design with Pole Placement Constraint via Linear Matrix Inequalities , 1999 .

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

[11]  Uri Shaked,et al.  𝒽∞ Filtering for Continuous-time Linear Systems with Delay , 1999, IEEE Trans. Autom. Control..

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

[13]  Thomas de Quincey [C] , 2000, The Works of Thomas De Quincey, Vol. 1: Writings, 1799–1820.

[14]  Emilia Fridman,et al.  New Lyapunov-Krasovskii functionals for stability of linear retarded and neutral type systems , 2001, Syst. Control. Lett..

[15]  Emilia Fridman,et al.  New bounded real lemma representations for time-delay systems and their applications , 2001, IEEE Trans. Autom. Control..