针对k分布和高斯杂波组合的相干雷达目标检测

A. Farina, F. Gini, M. Greco, P. Lombardo
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引用次数: 25

摘要

介绍了相干k分布杂波源和高斯分布杂波源混合产生的雷达回波的数学模型。在此基础上,提出了基于似然比检验的已知目标先验检测策略。进行了蒙特卡罗模拟,以评估接收机的工作特性(roc)。对给定虚警概率的检测概率计算为信噪比、k分布杂波与噪声比、高斯分布杂波与噪声比、积分脉冲数、阶数参数/spl upsi/、k -杂波与高斯扰动的相关长度的函数。此外,将这种检测器的性能与只考虑一种干扰(k分布杂波或高斯杂波)的检测器的性能进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coherent radar detection of targets against a combination of K-distributed and Gaussian clutter
This paper introduces the mathematical model of radar echoes generated by the mixture of coherent K-distributed and Gaussian distributed clutter sources. The optimum strategy to detect an a priori known target against the above mentioned disturbance and thermal noise is also presented, based on the likelihood ratio test. A Monte Carlo simulation has been performed to evaluate the receiver operating characteristics (ROCs). The probability of detection for a given false alarm probability has been calculated as a function of signal to noise ratio, K-distributed clutter to noise ratio, Gaussian distributed clutter to noise ratio, number of integrated pulses, order parameter /spl upsi/, correlation lengths of K-clutter and Gaussian disturbance. Moreover the performance of such a detector is compared with that of the detectors designed to take into account only one type of disturbance, either the K-distributed clutter or the Gaussian clutter.
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