Title :
Sensitivity study of GLRT detection in compound-Gaussian clutter
Author :
Conte, Ernesto ; Ricci, Giuseppe
Author_Institution :
Dipt. di Ingegneria Elettronica, Naples Univ., Italy
fDate :
1/1/1998 12:00:00 AM
Abstract :
A present a sensitivity analysis of a GLRT-based (generalized likelihood ratio test) processor designed to detect coherent pulse trains in Weibull-distributed clutter-dominated environment. More precisely, this work covers both the cases of fluctuating targets plus clutter with known statistics and non-fluctuating targets plus clutter with statistics not perfectly known. The sensitivity analysis shows that the receiver is relatively insensitive to possible mismatching between the design and the actual model of both the useful target and the clutter, thus demonstrating the suitability of the proposed strategy as a means for circumventing the a priori environmental uncertainty
Keywords :
Gaussian noise; Weibull distribution; radar clutter; radar detection; sensitivity analysis; GLRT detection; Weibull-distributed clutter-dominated environment; clutter model; coherent pulse trains; compound-Gaussian clutter; fluctuating targets; generalized likelihood ratio test processor; non-fluctuating targets; optimised detection; priori environmental uncertainty; sensitivity analysis; statistics; Clutter; Electrons; Fluctuations; Geomagnetism; Polarization; Radar detection; Satellite broadcasting; Sensitivity analysis; Spaceborne radar; Synthetic aperture radar;
Journal_Title :
Aerospace and Electronic Systems, IEEE Transactions on