Radar range improvement using gradient-free optimization for health care applications

P. Barmuta, M. Mercuri, P. Soh, P. Karsmakers, G. Vandenbosch, P. Leroux, A. Lewandowski, D. Schreurs
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引用次数: 2

Abstract

Frequency-stepped continuous wave (FSCW) radars have been recently investigated in health care aiming at contactless health monitoring. The mono-static radar architecture is of particular interest due to its low cost. However, monostatic radars suffer from the leakage between the transmitter and receiver paths, which can drastically reduce the detection range of the radar. This paper proposes the DIRECT optimization algorithm for determining the voltages controlling the leakage canceler. The method allows to efficiently calibrate the leakage canceler, which in turn resulted in the leakage amplitude reduction with a factor of 127.4 in average with around 128 measurements per frequency.
利用无梯度优化提高雷达距离,用于医疗保健应用
频率阶跃连续波(FSCW)雷达最近在医疗保健领域进行了研究,旨在实现非接触式健康监测。单静态雷达结构由于其低成本而受到特别关注。然而,单基地雷达受发射和接收路径之间的泄漏的影响,这将大大降低雷达的探测距离。本文提出了直接优化算法来确定控制漏电消除器的电压。该方法可以有效地校准泄漏消除器,从而使泄漏幅度平均降低127.4倍,每个频率约128次测量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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