RespTracker:多用户房间尺度呼吸跟踪与商业声学设备

Hao Wan, Shuyu Shi, Wenyu Cao, Wei Wang, Guihai Chen
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引用次数: 14

摘要

连续的家庭呼吸监测为诊断各种疾病提供了重要的信息。在本文中,我们介绍了RESPTRACKER,这是第一个在家庭环境中使用基于声学的COTS设备的连续多人呼吸跟踪系统。RESPTRACKER采用两阶段算法,在短时间内对多个路径的呼吸信号进行分离和重组,从而可以跟踪多个运动对象的呼吸速率。我们的实验结果表明,我们的两阶段算法可以在3米的距离内区分至少4个受试者的呼吸。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RespTracker: Multi-user Room-scale Respiration Tracking with Commercial Acoustic Devices
Continuous domestic respiration monitoring provides vital information for diagnosing assorted diseases. In this paper, we introduce RESPTRACKER, the first continuous, multiple-person respiration tracking system in domestic settings using acoustic-based COTS devices. RESPTRACKER uses a two-stage algorithm to separate and recombine respiration signals from multiple paths in a short period so that it can track the respiration rate of multiple moving subjects. Our experimental results show that our two-stage algorithm can distinguish the respiration of at least four subjects at a distance of three meters.
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