论文标题

范围多普勒信息和多普勒散射信息

Range-Doppler Information and Doppler Scattering Information in Multipulse Radar

论文作者

Shi, Chao, Xu, Dazhuan, Zhou, Ying, Tu, Weilin

论文摘要

在本文中,从香农信息理论的角度研究了确定范围,多普勒频率和散射特性参数的一般雷达测量值。我们采用共同信息来评估分类和估计的准确性。在目标是径向速度的条件下,对范围多普勒信息进行了检查。其渐近上限和相应的熵误差(EE)在理论上进一步配制。此外,讨论了由目标诱导的随机运动特征引起的多普勒散射信息。从推导中,可以得出结论,多普勒散射信息取决于目标散射相关矩阵的特征值。特别是在脉冲间隔大于目标相干时间大的情况下,我们可以发现多普勒散射信息的公式与香农通道容量方程相似,这表明通信理论和雷达场之间的固有一致性。提出了这些信息内容的数值模拟,以确认我们的理论观察。信息内容与信噪比(SNR)之间的关系反映了雷达系统的信息采集效率的变化,为系统设计人员提供了指导。

In this paper, the general radar measurement probfilems of determining range, Doppler frequency and scatteringproperties parameters are investigated from the viewpoint of Shannons information theory. We adopt the mutual information to evaluate the accuracy of the classification and estimation. The range-Doppler information is examined under the condition that the target is of radial velocity. Its asymptotic upper bound and the corresponding entropy error (EE) are further formulated theoretically. Additionally, the Doppler scattering information induced by targets random motion characteristics is discussed. From the derivation, it is concluded that the Doppler scattering information depends on the eigenvalues of the target scattering correlation matrix. Especially in the case where the pulse interval is larger than targets coherence time, we can find that the formula of the Doppler scattering information is similar to Shannons channel capacity equation, indicating the inherent consistency between the communication theory and radar field. Numerical simulations of these information contents are presented to confirm our theoretical observations. The relationship between the information content and signal-to-noise ratio (SNR) reflects the changes in information acquisition efficiency of a radar system, providing guidance for system designers.

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