距离扩展和俯角对雷达坠落探测的影响

B. Erol, M. Amin
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引用次数: 15

摘要

单传感器多普勒雷达在老年人跌倒检测中面临诸多挑战。跌落和其他快速时间跃迁运动之间的多普勒特征的相似性使得基于cw的EM传感不足以用于适当的运动鉴别器。此外,沿视距方向的小投影或零投影方向的运动关节产生噪声多普勒特征,并极大地有助于混淆矩阵。在本文中,利用距离信息的优势来区分具有相似多普勒特征的坠落和非坠落运动。我们还研究了纵横角对跌落检测的影响。基于kinect的雷达模拟器和24 GHz超宽带雷达传感系统的仿真结果证明了所提出的室内运动监测平台服务于辅助生活应用的优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of range spread and aspect angle on radar fall detection
Single-sensor Doppler radar faces many challenges in elderly fall detection. The similarities of the Doppler signatures between falls and other motions of fast time transitions render CW-based EM sensing insufficient for proper motion discriminator. Further, motion articulations in the directions of a small or zero projections along the line-of-sight generate noisy Doppler signatures and greatly contribute to the confusion matrix. In this paper, the benefit from the range information is used to distinguish between fall and non-fall motions with similar Doppler features. We also examine the effects of the aspect angle on fall detection. Simulation results using Kinect-based radar simulator and 24 GHz UWB radar sensing system, demonstrate the merits of the proposed platform for indoor motion monitoring serving assisted living applications.
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