Title :
SOSTAR-X flight tests: Statistical analysis of avionic GMTI radar data
Author :
Montanari, Alessandro ; Zei, Danilo
Author_Institution :
Radar & Adv. Targeting LoB, SELEX, Pomezia
Abstract :
This paper presents the results of the long term statistical analysis performed over real multi-channel radar data collected during the flight tests of the SOSTAR-X avionic program. The analyzed datasets include clutter echo samples collected in GMTI operational modes over a number of geographic regions, each containing homogeneous clutter sources. Temporal and spatial correlation properties are investigated for each region as well as their statistical behavior. The clutter amplitude cumulative distributions are analyzed and compared to standard models (Rayleigh, K, Weibull and Lognormal) via Cramer-Von Mises distance. Power spectra are then estimated and compared with widely used models.
Keywords :
airborne radar; radar clutter; radar signal processing; signal sampling; statistical analysis; Cramer-Von Mises distance; GMTI operational modes; SOSTAR-X flight tests; avionic GMTI radar data; clutter amplitude cumulative distributions; clutter echo samples; homogeneous clutter sources; multi-channel radar data; spatial correlation properties; statistical analysis; temporal correlation properties; Aerospace electronics; Clutter; Information geometry; Mathematical model; Performance evaluation; Phased arrays; Radar; Solid modeling; Statistical analysis; System testing;
Conference_Titel :
Radar Conference, 2009 IEEE
Conference_Location :
Pasadena, CA
Print_ISBN :
978-1-4244-2870-0
Electronic_ISBN :
1097-5659
DOI :
10.1109/RADAR.2009.4976971