Accuracy Evaluation on the Respiration Rate Estimation using Off-the-shelf Pulse-Doppler Radar

Xingzhuo Li, Shaoxuan Li, Haobo Li, F. Fioranelli
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Abstract

This student paper presents preliminary results of using a pulse Doppler radar to detect the respiration rate of human subjects, examining the accuracy of the approach and evaluating the parameters to obtain the most precise result. In the study, the respiration data is recorded by repeatedly detecting people seated in front of the radar at different ranges as well as different aspect angles each time. Then Movement Target Indication, short-time Fourier transform and the analysis of the choice of Doppler bins and the window size of STFT are performed to evaluate the respiration rate and its precision. The results indicate that the respiration rate can be successfully detected at various ranges and angles and the relationship between Doppler bins and window size in processing is also observed to help us find the most accurate respiration rate.
用现成脉冲多普勒雷达估计呼吸速率的准确性评价
这篇学生论文介绍了使用脉冲多普勒雷达来检测人类受试者的呼吸速率的初步结果,检查了该方法的准确性,并评估了参数以获得最精确的结果。在这项研究中,呼吸数据是通过反复检测坐在雷达前的不同距离和不同角度的人来记录的。然后通过运动目标指示、短时傅里叶变换、多普勒帧的选择和STFT的窗口大小分析来评价呼吸速率及其精度。结果表明,在不同的范围和角度下都可以成功地检测到呼吸速率,并观察了处理过程中多普勒箱与窗口大小之间的关系,从而帮助我们找到最准确的呼吸速率。
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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