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A discontinuous mean-square filter for stochastic differential systems | IEEE Conference Publication | IEEE Xplore

A discontinuous mean-square filter for stochastic differential systems


Abstract:

This paper presents a mean-square filter for Lipschitz stochastic differential systems, which contains a discontinuous innovations term in the form of unit control. It is...Show More

Abstract:

This paper presents a mean-square filter for Lipschitz stochastic differential systems, which contains a discontinuous innovations term in the form of unit control. It is demonstrated that the designed filter yields the ultimate boundedness of the estimation error variance. The developed algorithm is then applied to a third degree polynomial system and compared to the extended Kalman-Bucy filter. The simulation results show the faster convergence and better approximation properties of the proposed filter.
Date of Conference: 27-29 June 2012
Date Added to IEEE Xplore: 01 October 2012
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Conference Location: Montreal, QC, Canada

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