无接触地震心电图测量和HRV分析,使用FMCW雷达进行心脏光束成形
Guang Yu1, Chenxi Yang1, Haobo Li2
1The State Key Laboratory of Bioelectronics, School of Instrument Science and Engineering, Southeast University, Nanjing, China.
Frontiers in physiology
|February 9, 2026
概括
这项研究引入了一种新的非接触式雷达系统,用于高精度的心率变化 (HRV) 分析. 该方法准确地测量了关键HRV指数,优于现有的持续心血管监测的非接触式技术.
科学领域:
- 生物医学工程 生物医学工程
- 信号处理 信号处理
- 心血管监测 心血管监测
背景情况:
- 心率变化 (HRV) 对于评估心血管健康,压力和睡眠质量至关重要.
- 无接触式HRV监控在安全,舒适和卫生方面提供了显著的优势.
- 现有的非接触式方法往往缺乏全面分析所需的精度.
研究的目的:
- 开发和验证一种使用先进雷达技术的高精度非接触式HRV分析方法.
- 为了使心血管健康的持续和不引人注目的监测.
主要方法:
- 使用了77 GHz MIMO FMCW雷达系统,并优化了Capon光束成形以增强信号.
- 采用修改的微分和交叉乘法 (MDACM) 算法进行信号调制.
- 使用波束包转换 (WPT) 处理信号,并开发了一种强大的节拍间隔 (IBI) 提取算法,包括大动脉开口 (AO) 点检测.
主要成果:
- 与心电图地面真相相比,SDNN的平均误差为4.11毫秒,RMSSD的平均误差为8.05毫秒,PNN50的平均误差为2.15%.
- 与现有的非接触式HRV监测技术相比,其表现卓越.
结论:
- 提出的非接触式基于雷达的HRV分析方法非常准确和有效.
- 这项技术具有实用,持续和不引人注目的心血管监测的巨大潜力.
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