Maneuvering Target Tracking Based on Radar/ESM Sensors

Article Preview

Abstract:

A novel interacting multiple model based on BLUE filter (IMM-BLUE) for tracking a maneuvering target using radar/ESM heterogeneous sensors is presented in this paper. Under the architecture of the proposed algorithm, the interacting multiple model (IMM) deals with the model switching, while the BLUE filter accounts for non-linearity in the dynamic system models. The simulation results show that the presented IMM-BLUE has higher tracking precision than the IMM-DCM, and IMM-EKF.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

672-675

Citation:

Online since:

January 2015

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] S. Challa and G. W. Pulford: Joint target tracking and classification using radar and ESM sensors. IEEE Transactions on Aerospace and Electronic Systems, Vol. 37 (2001), p.1039.

DOI: 10.1109/7.953266

Google Scholar

[2] S. Coraluppi and C. Carthel: A hierarchical MHT approach to ESM-radar fusion. Proceedings of the 15th International Conference on Information Fusion, (2012), p.677.

DOI: 10.23919/icif.2018.8455402

Google Scholar

[3] E. Mazor, A. Averbuch, Y. Bar-shalom and J. Dayan J. Interacting multiple model in target tracking: A survey. IEEE Transactions On Aerospace and Electronics Systems, Vol. 34 (1998), p.103.

DOI: 10.1109/7.640267

Google Scholar

[4] Z.L. Zhao, X. R. Li and P. J. Vesselin: Best liner unbiased filtering with nonlinear measurements for target tracking. IEEE Transactions on Aerospace and Electronic Systems, Vol. 40 (2004), p.1324.

DOI: 10.1109/taes.2004.1386884

Google Scholar

[5] P. L. Wu, X. X. L. Z. Zhang and Y. M. Bo: Tracking algorithm with radar and infrared sensors using a novel adaptive grid interacting multiple model. IET Science, Measurement and Technology, Vol. 8 (2014), p.270.

DOI: 10.1049/iet-smt.2013.0020

Google Scholar

[6] D. Lerro and Y. Bar-Shalom: Interacting multiple model tracking with target amplitude feature. IEEE Transactions on Aerospace Electronic Systems, Vol. 29 (1993), p.494.

DOI: 10.1109/7.210086

Google Scholar

[7] P. L. Wu, B. B. Wang and C. H. Ji: Design and realization of short range defence radar target tracking system based on DSP/FPGA. WSEAS Transactions on System, Vol. 10 (2011), p.376.

Google Scholar