基于对称交叉熵的网络雷达检测性能与配置研究

Liu Yueping, Jiang Qiuxi, Guo Hangxing
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引用次数: 0

摘要

网络雷达实现了雷达与雷达对抗的一体化;这是雷达和雷达对抗系统发展的新趋势。首先介绍了网络雷达配置的概念和一些研究成果。接着,利用交叉熵理论对网络雷达的检测性能进行了评价。我们研究了CE,提出了SCE(对称交叉熵)的概念来弥补其不满足对称性的缺陷,并从理论上证明了它是一个距离测度;因此,以SCE为评价标准的评价模型应运而生。通过对网络雷达检测性能和配置的仿真,验证了所提方法的有效性和可行性。
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Detection performance and configuration of Network Radar: A study based upon symmetry cross entropy
Network Radar realizes the integration of the radar and radar countermeasures; it is a new trend of radar and radar countermeasures system. At first, it introduces the concept and some research results of the configuration of Network Radar. In succession, the CE (cross entropy) theory is utilized to evaluate the detection performance of Network Radar. We investigate the CE and put forward the concept of SCE (symmetry cross entropy) to compensate its inability to meet symmetry, and then prove in theory that it is a distance measure; thus the new evaluation model comes into existence which adopts the SCE as an evaluation criterion. By means of the simulations of the detection performance and configuration of Network Radar, The results prove that the method we have proposed is effective and feasible.
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