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Gaussian-sum cubature Kalman smoothers for bearings-only tracking | IEEE Conference Publication | IEEE Xplore

Gaussian-sum cubature Kalman smoothers for bearings-only tracking


Abstract:

In this paper, a fixed-lag and a fixed-interval Gaussian-sum cubature Kalman smoother are proposed for the bearings-only tracking problem. The smoothers are of the forwar...Show More

Abstract:

In this paper, a fixed-lag and a fixed-interval Gaussian-sum cubature Kalman smoother are proposed for the bearings-only tracking problem. The smoothers are of the forward-backward type and they utilise the Gaussian-sum cubature Kalman filter with improved robustness presented by the authors in [1]. Simulation results show that both the fixed-lag and fixed-interval smoothers exhibit improved accuracy over their filtering counterpart and outperform other existing smoothers of the same type for this problem, with the root-mean-square error overlapping the Cramér-Rao lower bound.
Date of Conference: 21-24 April 2014
Date Added to IEEE Xplore: 09 June 2014
ISBN Information:
Conference Location: Singapore

References

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