双雷达非接触式无校准血压估算方法

Zhi Zheng, Bo Wang, Yongxin Guo
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引用次数: 1

摘要

提出了一种基于双雷达的非接触式无标定血压估计方法。从雷达捕获的胸部脉搏和手腕脉搏中提取13个特征,将这些特征输入到所提出的人工神经网络中,用于无需校准的血压估计。为了增强模型的鲁棒性,建立了包含27个受试者的非接触数据库。实验结果表明,该方法可以准确地进行非接触估计,并达到英国高血压协会标准的收缩压(SBP)估计B级和舒张压(DBP)估计A级。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-Contact Calibration-Free Blood Pressure Estimation Method Using Dual Radar
In this paper, a non-contact calibration-free blood pressure (BP) estimation method using dual radar is proposed. 13 features are extracted from the radar-captured chest pulse and wrist pulse, which will be fed into the proposed artificial neural network for the calibration-free blood pressure estimation. A non-contact database containing 27 subjects is established to enhance the robustness of the model. The results of the experiments reveal that the proposed method can perform non-contact estimation accurately and attain grade B for systolic blood pressure (SBP) estimation and almost grade A for diastolic blood pressure (DBP) estimation according to the British Hypertension Society standard.
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