Blind source separation of human body motion using direct conversion Doppler radar

A. Vergara, N. Petrochilos, O. Boric-Lubecke, A. Høst-Madsen, V. Lubecke
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引用次数: 27

Abstract

Direct conversion Doppler radar can provide remote non-invasive monitoring of cardio-pulmonary activity of human subjects. However, real world life signs monitoring requires real-time processing of data over long monitoring periods, during which it is unlikely that the subject can be expected to suppress other body motion. Measurement of cardiopulmonary motion of a human subject with extraneous subject movement in the field of view of a Doppler radar system is a complex problem. The use of multiple antennas and blind source separation signal processing techniques is a logical approach for monitoring humans in real world conditions. Described here is the successful separation of cardiopulmonary motion and hand motion for a single subject.
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基于直接转换多普勒雷达的人体运动盲源分离
直接转换多普勒雷达可提供人体心肺活动的远程无创监测。然而,现实世界的生命体征监测需要在长时间的监测期间实时处理数据,在此期间,受试者不太可能被期望抑制其他身体运动。在多普勒雷达系统的视场中测量人体体外运动是一个复杂的问题。使用多天线和盲源分离信号处理技术是在现实世界条件下监测人类的一种合乎逻辑的方法。这里描述的是成功分离心肺运动和手部运动为一个单一的主题。
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