Title :
New comparative experiments in range migration mitigation methods using polarimetric inverse synthetic aperture radar signatures of small boats
Author_Institution :
Advanecd Technol. Labs., Lockheed Martin Corp., Eagan, MN, USA
Abstract :
Adveserial small boats are a growing threat for naval operations in littoral environments. The first step in discerning the intention of any small boat is to classify and fingerprint it so it can be observed over an extended period of time. Currently, inverse synthetic aperture radar (ISAR) techniques are used for large ship classification. Large ships tend to have a rich set of discernible features making classification relatively straightforward. However, small boats rarely have a rich set of discernible features, and are more vulnerable to motion-based range migration that leads to severe signature blurring, thus making classification more challenging.
Keywords :
boats; feature extraction; image classification; military radar; radar imaging; radar polarimetry; synthetic aperture radar; ISAR; fingerprints; large ship classification; motion-based range migration; naval operations; polarimetric inverse synthetic aperture radar signatures; range migration mitigation methods; signature blurring; small boats; Boats; Interpolation; Polynomials; Radar polarimetry; Signal to noise ratio; Splines (mathematics);
Conference_Titel :
Radar Conference, 2014 IEEE
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4799-2034-1
DOI :
10.1109/RADAR.2014.6875664