Experiments with bioradars in an automotive environment

Tiago Costa, Diana Carvalhais, A. Carvalho, P. Carvalhal, Victor Coelho, Paulo Cardoso
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引用次数: 1

Abstract

In this study three different bioradars were tested inside a vehicle to verify if they are able to measure respiratory rate and heart rate in an automotive environment. Raw data recordings and vital sign measurements were obtained, and after using low-complexity methods to extract the vital sign measurements from the raw data, these were compared to a ground truth. The best performance in respiratory rate measurement was achieved by an Impulse-Response Ultra Wide Band radar, with an average of 7.18 % mean relative error when the vehicle is stationary, and the best performance in heart rate measurement was achieved by a Frequency Modulated Continuous Wave radar, with an average mean relative error of 3.27 % when the vehicle is stationary.
生物雷达在汽车环境下的实验
在这项研究中,三种不同的生物雷达在车内进行了测试,以验证它们是否能够在汽车环境中测量呼吸频率和心率。获得原始数据记录和生命体征测量值,并使用低复杂度方法从原始数据中提取生命体征测量值后,将其与地面真实值进行比较。脉冲响应超宽带雷达测量呼吸频率性能最佳,车辆静止时平均相对误差为7.18%;调频连续波雷达测量心率性能最佳,车辆静止时平均相对误差为3.27%。
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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