ON THE DISCRETE-TIME H 1 FIXED-LAG SMOOTHING

This paper deals with the discrete-time H 1 xed-lag smoothing problem. Con- ventionally, this problem is solved by reducing it to a standard H 1 ltering problem for a higher order system that includes not only the actual system dynamics but also the delay caused by the smoothing lag. As the smoothing lag gets larger, such an approach may suffer from computational problems, especially due to the fact that a high dimensional Discrete Algebraic Riccati Equation (DARE) is to be solved. To overcome this disadvan- tage, in this paper, a new solution to this problem is derived in terms of one DARE of the same dimensions as the actual system dynamics. Copyright c 2002 IFAC

[1]  P. Dooren A Generalized Eigenvalue Approach for Solving Riccati Equations , 1980 .

[2]  Michael J. Grimble,et al.  H∞ fixed-lag smoothing filter for scalar systems , 1991, IEEE Trans. Signal Process..

[3]  Vlad Ionescu,et al.  On computing the stabilizing solution of the discrete-time Riccati equation , 1992 .

[4]  Uri Shaked,et al.  Game theory approach to H∞-optimal discrete-time fixed-point and fixed-lag smoothing , 1994, IEEE Trans. Autom. Control..

[5]  Bruce A. Francis,et al.  Optimal Sampled-Data Control Systems , 1996, Communications and Control Engineering Series.

[6]  Leiba Rodman,et al.  Algebraic Riccati equations , 1995 .

[7]  Petros G. Voulgaris,et al.  On optimal ℓ∞ to ℓ∞ filtering , 1995, Autom..

[8]  Michael J. Grimble,et al.  H ∞ optimal multichannel linear deconvolution filters, predictors and smoothers , 1996 .

[9]  Patrizio Colaneri,et al.  H/sub /spl infin// prediction and smoothing for discrete-time systems: a J-spectral factorization approach , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

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

[11]  Lihua Xie,et al.  H∞ deconvolution filtering, prediction, and smoothing: a Krein space polynomial approach , 2000, IEEE Trans. Signal Process..

[12]  Leonid Mirkin Continuous-time fixed-lag smoothing in an H/sup /spl infin// setting , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).