The H-inf fixed-lag smoothing problem for discrete- time linear systems is considered. It is well known that such a problem can be reformulated as a filtering problem for a suitable augmented system. However, in order to check the solvability of the smoothing problem and compute the relevant gains, one must solve a Riccati equation involving the augmented system matrices, which is an approach that may be inefficient, especially for long lags. In this paper, efficient algorithms are worked out that permit checking of solvability and implementation of the smoother, relying only on the solution of the filtering Riccati equation. In particular, this provides a fast method to compute the minimum lag guaranteeing a desired H-inf attenuation level.
On discrete-time H-infinity fixed-lag smoothing
BOLZERN, PAOLO GIUSEPPE EMILIO;COLANERI, PATRIZIO;
2004-01-01
Abstract
The H-inf fixed-lag smoothing problem for discrete- time linear systems is considered. It is well known that such a problem can be reformulated as a filtering problem for a suitable augmented system. However, in order to check the solvability of the smoothing problem and compute the relevant gains, one must solve a Riccati equation involving the augmented system matrices, which is an approach that may be inefficient, especially for long lags. In this paper, efficient algorithms are worked out that permit checking of solvability and implementation of the smoother, relying only on the solution of the filtering Riccati equation. In particular, this provides a fast method to compute the minimum lag guaranteeing a desired H-inf attenuation level.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
