SOSTAR-X flight tests: Statistical analysis of avionic GMTI radar data

A. Montanari, D. Zei
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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.
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SOSTAR-X飞行试验:航空电子GMTI雷达数据的统计分析
本文介绍了对SOSTAR-X航电项目飞行试验中收集的真实多通道雷达数据进行长期统计分析的结果。分析的数据集包括在多个地理区域的GMTI操作模式下收集的杂波回波样本,每个区域都包含均匀的杂波源。研究了每个区域的时空相关性及其统计行为。通过Cramer-Von Mises距离分析了杂波振幅累积分布,并与标准模型(Rayleigh、K、Weibull和Lognormal)进行了比较。然后估计功率谱,并与广泛使用的模型进行比较。
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