海杂波环境下的波形敏捷跟踪

S. P. Sira, A. Papandreou-Suppappola, D. Morrell, D. Cochran
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引用次数: 8

摘要

由于低掠角和高海况导致的低信杂比(SCR),海面小目标的探测和跟踪是一个具有挑战性的问题。传感技术的最新进展使波形敏捷方案能够定制传感器波形以匹配整体传感目标。本文提出了一种动态调整发射波形的方法,以提高海杂波严重情况下的跟踪性能。利用海杂波的复合高斯模型,我们开发了一种用于在线设计相位调制波形的算法,该算法可以提高感兴趣范围内的可控硅比。粒子改变跟踪器使用由该波形获得的测量值来估计目标状态。仿真研究表明,该方案可以提高跟踪性能。
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Waveform-agile tracking in heavy sea clutter
The detection and tracking of small targets on the ocean surface is a challenging problem due to low signal-to-clutter ratio (SCR) that results from low grazing angles and high sea state. Recent advances in sensing technologies have enabled waveform-agile schemes that tailor the sensor waveform to match the overall sensing objective. In this paper, we propose a methodology to dynamically adapt the transmitted waveform to improve the tracking performance for scenarios characterized by heavy sea clutter. Employing the compound-Gaussian model for sea clutter, we develop an algorithm for online design of a phase-modulated waveform that improves the SCR in a range bin of interest. A particle Alter tracker uses the measurements obtained by this waveform to estimate the target state. We present a simulation study to demonstrate that our scheme leads to improved tracking performance.
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