Radar tracking waveform design in continuous space and optimization selection using differential evolution

Bryan Paul; Daniel Bliss; Antonia Papandreou-Suppappola

doi:10.1109/ACSSC.2014.7094829

Radar tracking waveform design in continuous space and optimization selection using differential evolution

Bryan Paul, Daniel Bliss, Antonia Papandreou-Suppappola

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

2 Scopus citations

Abstract

Waveform design that allows for a wide variety of chirps has proven benefits. However, dictionary based optimization is limited and gradient search methods are often intractable. A new method is proposed using differential evolution (DE) to design cubic chirps with coefficients constrained to the three-dimensional (3D) unit sphere. Nonlinear functions sufficiently approximated by a third order Maclaurin series can be represented in this chirp space. Cascaded integrator methods for generating polynomial chirps allow for practical implementation in real world systems. While simplified tracking models and finite waveform dictionaries have information theoretic results, we explore two-dimensional (2D) tracking continuous waveform design in cluttered environments.

Original language	English (US)
Title of host publication	Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers
Editors	Michael B. Matthews
Publisher	IEEE Computer Society
Pages	2032-2036
Number of pages	5
ISBN (Electronic)	9781479982974
DOIs	https://doi.org/10.1109/ACSSC.2014.7094829
State	Published - Apr 24 2015
Event	48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 - Pacific Grove, United States Duration: Nov 2 2014 → Nov 5 2014

Publication series

Name	Conference Record - Asilomar Conference on Signals, Systems and Computers
Volume	2015-April
ISSN (Print)	1058-6393

Other

Other	48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015
Country/Territory	United States
City	Pacific Grove
Period	11/2/14 → 11/5/14

ASJC Scopus subject areas

Signal Processing
Computer Networks and Communications

Access to Document

10.1109/ACSSC.2014.7094829

Cite this

Paul, B., Bliss, D., & Papandreou-Suppappola, A. (2015). Radar tracking waveform design in continuous space and optimization selection using differential evolution. In M. B. Matthews (Ed.), Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers (pp. 2032-2036). Article 7094829 (Conference Record - Asilomar Conference on Signals, Systems and Computers; Vol. 2015-April). IEEE Computer Society. https://doi.org/10.1109/ACSSC.2014.7094829

Radar tracking waveform design in continuous space and optimization selection using differential evolution. / Paul, Bryan; Bliss, Daniel ; Papandreou-Suppappola, Antonia.
Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. ed. / Michael B. Matthews. IEEE Computer Society, 2015. p. 2032-2036 7094829 (Conference Record - Asilomar Conference on Signals, Systems and Computers; Vol. 2015-April).

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

Paul, B, Bliss, D & Papandreou-Suppappola, A 2015, Radar tracking waveform design in continuous space and optimization selection using differential evolution. in MB Matthews (ed.), Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers., 7094829, Conference Record - Asilomar Conference on Signals, Systems and Computers, vol. 2015-April, IEEE Computer Society, pp. 2032-2036, 48th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015, Pacific Grove, United States, 11/2/14. https://doi.org/10.1109/ACSSC.2014.7094829

Paul B, Bliss D , Papandreou-Suppappola A. Radar tracking waveform design in continuous space and optimization selection using differential evolution. In Matthews MB, editor, Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. IEEE Computer Society. 2015. p. 2032-2036. 7094829. (Conference Record - Asilomar Conference on Signals, Systems and Computers). doi: 10.1109/ACSSC.2014.7094829

Paul, Bryan ; Bliss, Daniel ; Papandreou-Suppappola, Antonia. / Radar tracking waveform design in continuous space and optimization selection using differential evolution. Conference Record of the 48th Asilomar Conference on Signals, Systems and Computers. editor / Michael B. Matthews. IEEE Computer Society, 2015. pp. 2032-2036 (Conference Record - Asilomar Conference on Signals, Systems and Computers).

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Radar tracking waveform design in continuous space and optimization selection using differential evolution

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