Title :
Velocity measurement 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 velocity measurements of radar targets takes advantage of the HOS characteristic that fourth-order estimators can be unbiased by Gaussian noise. Using data from a stepped-frequency, coherent radar, the samples are coherently averaged in the trispectrum or in slices of the trispectrum. The ratio of the averages produces a transfer function where phase is related to velocity. The HOS method is compared to a classical, second order method similar to cross-spectrum analysis. An example using real radar data shows a case where the classical method does not work.
Keywords :
radar applications; radar cross-sections; statistical analysis; velocity measurement; Gaussian noise; HOS; coherently averaged; fourth-order estimators; higher-order statistics; phase; radar data; radar targets; second order method; stepped frequency coherent radar; transfer function; trispectrum; velocity measurements; Acoustic reflection; Equations; Gaussian noise; Light scattering; Optical reflection; Pulse measurements; Radar clutter; Radar measurements; Radar scattering; Velocity measurement;
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.1993.264575