Time-varying waveform selection and configuration for agile sensors in tracking applications

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

doi:10.1109/ICASSP.2005.1416445

Time-varying waveform selection and configuration for agile sensors in tracking applications

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

Electrical Engineering

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

26 Scopus citations

Abstract

In this paper, we present an algorithm for dynamic waveform selection and configuration for agile sensors in a target tracking application. The method selects and configures generalized frequency-modulated (FM) waveforms with time-varying signatures to minimize predicted mean squared tracking error. We derive the Cramer-Rao lower bound (CRLB) for these signals and use the CRLB in conjunction with the unscented transform to compute the predicted mean square error. The method is computationally feasible and applicable to nonlinear scenarios as demonstrated in our simulations.

Original language	English (US)
Title of host publication	2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	V881-V884
ISBN (Print)	0780388747, 9780780388741
DOIs	https://doi.org/10.1109/ICASSP.2005.1416445
State	Published - Jan 1 2005
Event	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Philadelphia, PA, United States Duration: Mar 18 2005 → Mar 23 2005

Publication series

Name	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Volume	V
ISSN (Print)	1520-6149

Other

Other	2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05
Country/Territory	United States
City	Philadelphia, PA
Period	3/18/05 → 3/23/05

ASJC Scopus subject areas

Software
Signal Processing
Electrical and Electronic Engineering

Access to Document

10.1109/ICASSP.2005.1416445

Cite this

Sira, S. P., Papandreou-Suppappola, A., & Morrell, D. (2005). Time-varying waveform selection and configuration for agile sensors in tracking applications. In 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions (pp. V881-V884). Article 1416445 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. V). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2005.1416445

Time-varying waveform selection and configuration for agile sensors in tracking applications. / Sira, Sandeep P.; Papandreou-Suppappola, Antonia ; Morrell, Darryl.
2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions. Institute of Electrical and Electronics Engineers Inc., 2005. p. V881-V884 1416445 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; Vol. V).

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

Sira, SP, Papandreou-Suppappola, A & Morrell, D 2005, Time-varying waveform selection and configuration for agile sensors in tracking applications. in 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions., 1416445, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, vol. V, Institute of Electrical and Electronics Engineers Inc., pp. V881-V884, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05, Philadelphia, PA, United States, 3/18/05. https://doi.org/10.1109/ICASSP.2005.1416445

Sira SP, Papandreou-Suppappola A , Morrell D. Time-varying waveform selection and configuration for agile sensors in tracking applications. In 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions. Institute of Electrical and Electronics Engineers Inc. 2005. p. V881-V884. 1416445. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings). doi: 10.1109/ICASSP.2005.1416445

Sira, Sandeep P. ; Papandreou-Suppappola, Antonia ; Morrell, Darryl. / Time-varying waveform selection and configuration for agile sensors in tracking applications. 2005 IEEE ICASSP '05 - Proc. - Design and Implementation of Signal Proces.Syst.,Indust. Technol. Track,Machine Learning for Signal Proces. Education, Spec. Sessions. Institute of Electrical and Electronics Engineers Inc., 2005. pp. V881-V884 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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Time-varying waveform selection and configuration for agile sensors in tracking applications

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