Observer Path Design for Bearings-Only Localization with State Constraints

Author:

Quan Hong Wei1

Affiliation:

1. Xijing University

Abstract

In bearings-only target localization, observer path have an important effect on the accuracy of target localization. Based on the analysis of Fisher information matrix, an optimal approach to designing observer path is proposed. Observer path derived from the step-by-step optimal algorithm only depends on observer's initial states and state constraints. The optimal path resulted with step-by-step algorithm is demonstrated by computer simulation. Compared with traditional methods, our algorithm is not limited to the number of observations as well as terminating conditions.

Publisher

Trans Tech Publications, Ltd.

Reference7 articles.

1. Dai, Z. H. Optimal observer trajectories for bearings-only tracking. Dissertation: National Defense Science and Technology University, (2007).

2. Dong, Z. R. The own ship maneuvering trajectory equations and optimal trajectory of bearing-only systems locating and tracking. Command Control & Simulation, 2007, 29(1): 7-15.

3. Hernandez, M. L. Optimal sensor trajectories in bearings-only tracking. Proceedings of the 7th International Conference on Information fusion, 2004, pp.893-900.

4. Ghassemi, F., Krishnamurthy, V. A method for constructing the observer trajectory in bearings-only tracking of targets with a Markovian model. IEEE International Conference on Information Acquisition, (2005).

5. Logothetis, A., Isaksson, A., Evans, R. J. An information theoretic approach to observer path design for bearings-only tracking. Proceedings of the 36th IEEE Conference on Decision and Control, 1997, Vol. 4: 3132-3137.

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