有效的迭代MMSE距离轮廓估计

P. Raju, D. B. Herr, J. Stiles
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引用次数: 0

摘要

针对自适应脉冲捷变雷达系统,寻求不同发射信号响应组合的最优方法。针对传统的匹配滤波方法在脉冲敏捷状态下无法提供足够的性能,提出了一种迭代形式的MMSE估计器作为解决方案。通过使用线性雷达模型并选择在时间频域内处理数据,迭代MMSE估计器的实现具有计算效率。在模拟和实验数据中,将该方法与匹配滤波方法进行了比较,结果表明,该方法可以更准确地估计散射轮廓,具有更精细的距离分辨率和更小的相关误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Iterative MMSE Range Profile Estimation
For adaptable pulse-agile radar systems, an optimal method to combine the responses from dissimilar transmit signals is sought. As the traditional method of matched filtering fails to provide sufficient performance in a pulse-agile regime, an iterative form of the MMSE estimator is presented to be the solution. By using the linear radar model and opting to process data within the temporal frequency domain, the implementation of the iterative MMSE estimator becomes computationally efficient. This method is compared with matched filtering, in both simulation and experimental data, and shown to produce a more accurate estimate of the scattering profile with finer range resolution and decreased correlation error.
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