Title :
Optimal polarimetric processing for enhanced target detection
Author :
Novak, L.M. ; Burl, M.C. ; Irving, W.W. ; Owirka, G.J.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
Abstract :
The results of a study of several polarimetric target detection algorithms are presented. The study concerns the Lincoln Laboratory millimeter-wave SAR sensor, a fully polarimetric, 35 GHz synthetic-aperture radar. Fully polarimetric measurements (HH, HV, VV) are processed into intensity imagery using adaptive and nonadaptive polarimetric whitening filters (PWFs), and the amount of speckle reduction is quantified. Then a two-parameter CFAR (constant false alarm rate) detector is run over the imagery to detect the targets. Nonadaptive PWF processed imagery is shown to provide better detection performance than either adaptive PWF processed imagery or single-polarimetric-channel HH imagery. In addition, nonadaptive PWF processed imagery is shown to be visually clearer than adaptive PWF processed imagery
Keywords :
electromagnetic wave polarisation; picture processing; radar applications; radar clutter; radar systems; radar theory; signal detection; 35 GHz; Lincoln Laboratory; SHF; adaptive polarimetric whitening filters; constant false alarm rate; enhanced target detection; intensity imagery; millimeter-wave SAR sensor; nonadaptive polarimetric whitening filters; polarimetric clutter model; polarimetric target detection algorithms; speckle reduction; synthetic-aperture radar; two-parameter CFAR; Adaptive filters; Laboratories; Millimeter wave measurements; Millimeter wave radar; Object detection; Radar detection; Radar imaging; Radar polarimetry; Speckle; Synthetic aperture radar;
Conference_Titel :
Telesystems Conference, 1991. Proceedings. Vol.1., NTC '91., National
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-0062-9
DOI :
10.1109/NTC.1991.147989