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3D Localization Using a Scalable FMCW MIMO Radar Design

机译:使用可扩展FMCW MIMO雷达设计进行3D定位

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The localization of targets in a 2D or 3D manner becomes more important for many fields such as security, industrial or automotive applications. FMCW MIMO radar is one candidate for executing this task. From a system design perspective, the number of antennas is a key aspect. Based on a proposed hardware design, we investigate in this paper how many antennas are needed for accurate direction of arrival (DoA) estimation. In order to find the relationship between the number of antennas and accuracy of DoA estimation, a 2D FFT based approach and another hybrid one using FFT in combination with MUSIC are examined. The simulations show, that the hybrid approach requires much less antennas to provide an accurate DoA estimation. Moreover, it shows significantly better results in noisy scenarios.
机译:对于诸如安全性,工业或汽车应用的许多领域,目标的定位变得更加重要。 FMCW MIMO RADAR是执行此任务的候选者。从系统设计的角度来看,天线的数量是一个关键方面。基于建议的硬件设计,我们在本文中调查了准确的到达方向(DOA)估计需要多少天线。为了找到天线数与DOA估计的准确性之间的关系,检查了基于2D FFT的方法和使用FFT与音乐组合使用FFT的方法。仿真显示,混合方法需要更少的天线来提供准确的DOA估计。此外,它显示出在嘈杂的情景中显着更好的结果。

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