首页> 外文会议>Conference on Signal and Data Processing of Small Targets 2004; 20040413-20040415; Orlando,FL; US >Multitarget Tracking and Monopulse Signal Processing for Spawning Targets
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Multitarget Tracking and Monopulse Signal Processing for Spawning Targets

机译:产生目标的多目标跟踪和单脉冲信号处理

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A monopulse radar is able to derive accurate angular measurements via intelligent processing of its sum and difference channel returns. Recently there have emerged techniques for angular estimation of several unresolved targets, meaning targets that are, in principle, merged within the same radar beam, can be extracted separately. The key is the joint exploitation of information in several range bins. Here we show the performance of this approach in a high-fidelity simulation: we observe considerable improvement in track RMSE, but little corresponding gain in track completeness. Coupled with a hidden Markov model on target number, however, the performance is impressive.
机译:单脉冲雷达能够通过智能处理其总和和差值通道返回值来得出准确的角度测量值。近年来,出现了一些角度估计未解决目标的技术,这意味着原则上可以合并到同一雷达波束中的目标可以单独提取。关键是在多个测距箱中联合利用信息。在这里,我们展示了这种方法在高保真度仿真中的性能:我们观察到了轨道RMSE的显着改善,但是在轨道完整性方面却没有得到多少相应的收益。然而,结合目标编号上的隐马尔可夫模型,其性能令人印象深刻。

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