Title :
Robustness of polarimetric detection algorithms against steering mismatches
Author :
Kovalenko, Vsevolod ; Van Genderen, Piet
Author_Institution :
EWI, TU Delft, Delft
Abstract :
We analyze robustness of several multichannel radar detection algorithms to mismatches in the steering vector. In particular, we address the scenario of a staged detection, where a history of measurements provides the region of interest and a-priori polarimetric target signatures for a target. The four second stage detection approaches - optimally weighed span, Kellypsilas and Robeypsilas detectors, and Gerlachpsilas secondary data free detector - are considered using these polarimetric features. The evaluation based on recordings of real natural scenes and both real and artificially inserted extended objects concerns robustness of these algorithms to mismatches in the steering vector. It has been observed - for different ground clutter environments into which extended target is placed - that Kellypsilas detector provides the best detection but may suffer severely from the mismatch, Gerlachpsilas detector while allowing higher probability of false alarms, produces the most stable performance and Robeypsilas matched filter gives a suitable trade-off.
Keywords :
matched filters; radar clutter; radar detection; Gerlach detector; Kelly detector; Robey matched filter; a-priori polarimetric target signatures; multichannel radar detection algorithms; polarimetric detection algorithms; polarimetric features; steering vector; Algorithm design and analysis; Clutter; Detection algorithms; Detectors; History; Layout; Matched filters; Particle measurements; Radar detection; Robustness;
Conference_Titel :
Radar Conference, 2008. EuRAD 2008. European
Conference_Location :
Amsterdam
Print_ISBN :
978-2-87487-009-5