Title :
Detection of radar targets using HOS
Author :
Pierce, Robert D.
Author_Institution :
Naval Surface Warfare Center, Carderock Div., Bethesda, MD, USA
Abstract :
The application of higher-order statistics (HOS) to the detection of radar targets takes advantage of the HOS characteristic that allows the test statistics to be unbiased by Gaussian noise. To make use of this characteristic using data from a coherent radar, the samples from the radar´s synchronous detector are coherently averaged in a formulation of the triple correlation. The HOS method is compared to the classical pulse Doppler method and the quadratic detector. For the examples given, the HOS method shows a one to two dB improvement over classical methods.
Keywords :
correlation methods; radar theory; signal detection; statistical analysis; Gaussian noise; HOS method; coherent radar; higher-order statistics; pulse Doppler method; quadratic detector; radar targets detection; synchronous detector; test statistics; triple correlation; Doppler radar; Envelope detectors; Equations; Gaussian noise; Radar clutter; Radar detection; Radar scattering; Signal detection; Statistical analysis; Testing;
Conference_Titel :
Higher-Order Statistics, 1993., IEEE Signal Processing Workshop on
Conference_Location :
South Lake Tahoe, CA, USA
Print_ISBN :
0-7803-1238-4
DOI :
10.1109/HOST.1993.264545