Waveform-agile sensing for tracking multiple targets in clutter

Sandeep P. Sira; Antonia Papandreou-Suppappola; Darryl Morrell; Douglas Cochran

doi:10.1109/CISS.2006.286687

Waveform-agile sensing for tracking multiple targets in clutter

Sandeep P. Sira, Antonia Papandreou-Suppappola, Darryl Morrell, Douglas Cochran

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

19 Scopus citations

Abstract

In this paper, we consider the problem of scheduling the waveform transmitted by waveform-agile radar sensors to track multiple targets in clutter. A number of generalized frequency modulated chirps with trapezoidal envelope form the library of waveforms available to the sensors, which obtain measurements using a nonlinear observation model. A joint probabilistic data association filter is used to track the target, and the waveform selection is made so as to minimize the predicted mean square tracking error. We provide simulation results to show that the scheduling improves the tracking performance of multiple targets even in the presence of clutter.

Original language	English (US)
Title of host publication	2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1418-1423
Number of pages	6
ISBN (Print)	1424403502, 9781424403509
DOIs	https://doi.org/10.1109/CISS.2006.286687
State	Published - Jan 1 2006
Event	2006 40th Annual Conference on Information Sciences and Systems, CISS 2006 - Princeton, NJ, United States Duration: Mar 22 2006 → Mar 24 2006

Publication series

Name	2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings

Other

Other	2006 40th Annual Conference on Information Sciences and Systems, CISS 2006
Country/Territory	United States
City	Princeton, NJ
Period	3/22/06 → 3/24/06

ASJC Scopus subject areas

Computer Science(all)

Access to Document

10.1109/CISS.2006.286687

Cite this

Sira, S. P., Papandreou-Suppappola, A., Morrell, D., & Cochran, D. (2006). Waveform-agile sensing for tracking multiple targets in clutter. In 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings (pp. 1418-1423). [4068028] (2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CISS.2006.286687

Waveform-agile sensing for tracking multiple targets in clutter. / Sira, Sandeep P.; Papandreou-Suppappola, Antonia ; Morrell, Darryl et al.

2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2006. p. 1418-1423 4068028 (2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sira, SP, Papandreou-Suppappola, A , Morrell, D & Cochran, D 2006, Waveform-agile sensing for tracking multiple targets in clutter. in 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings., 4068028, 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 1418-1423, 2006 40th Annual Conference on Information Sciences and Systems, CISS 2006, Princeton, NJ, United States, 3/22/06. https://doi.org/10.1109/CISS.2006.286687

Sira SP, Papandreou-Suppappola A , Morrell D , Cochran D. Waveform-agile sensing for tracking multiple targets in clutter. In 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2006. p. 1418-1423. 4068028. (2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings). doi: 10.1109/CISS.2006.286687

Sira, Sandeep P. ; Papandreou-Suppappola, Antonia ; Morrell, Darryl et al. / Waveform-agile sensing for tracking multiple targets in clutter. 2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2006. pp. 1418-1423 (2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings).

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abstract = "In this paper, we consider the problem of scheduling the waveform transmitted by waveform-agile radar sensors to track multiple targets in clutter. A number of generalized frequency modulated chirps with trapezoidal envelope form the library of waveforms available to the sensors, which obtain measurements using a nonlinear observation model. A joint probabilistic data association filter is used to track the target, and the waveform selection is made so as to minimize the predicted mean square tracking error. We provide simulation results to show that the scheduling improves the tracking performance of multiple targets even in the presence of clutter.",

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AB - In this paper, we consider the problem of scheduling the waveform transmitted by waveform-agile radar sensors to track multiple targets in clutter. A number of generalized frequency modulated chirps with trapezoidal envelope form the library of waveforms available to the sensors, which obtain measurements using a nonlinear observation model. A joint probabilistic data association filter is used to track the target, and the waveform selection is made so as to minimize the predicted mean square tracking error. We provide simulation results to show that the scheduling improves the tracking performance of multiple targets even in the presence of clutter.

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Waveform-agile sensing for tracking multiple targets in clutter

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