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Proceedings Paper

Track-to-track association using a phase-only filter
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Paper Abstract

An alternative approach to data association is analyzed. The technique, based on an automatic target recognition scheme, uses an image correlation scheme that relies on the phase-only filter. The phase-only filter can compare tracklevel data (or tagged data) over multiple scans simultaneously. The approach can also combine kinematic and attribute data to be scored simultaneously. The technique requires that the track information be mapped into an image representation, referred to as a tile. The generation of the tile can be based on an amplitude representation of the targettrack variations. Alternatively, phase variations, rather than amplitude could be used to generate the tile. These tiles can represent multiple track attributes over multiple reports. The capabilities of the phase-only filter correlation technique are compared to the chi-squared metric standard.

Paper Details

Date Published: 28 April 2010
PDF: 12 pages
Proc. SPIE 7697, Signal Processing, Sensor Fusion, and Target Recognition XIX, 769709 (28 April 2010); doi: 10.1117/12.849602
Show Author Affiliations
Stephen C. Stubberud, Oakridge Technology (United States)
Kathleen A. Kramer, Univ. of San Diego (United States)


Published in SPIE Proceedings Vol. 7697:
Signal Processing, Sensor Fusion, and Target Recognition XIX
Ivan Kadar, Editor(s)

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