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基于毫米波雷达的生命体征检测
Zhanjun Hao1,2, Yue Wang3, Fenfang Li3
1College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, Gansu, China. haozhj@nwnu.edu.cn.
Scientific reports
|August 1, 2025
概括
这项研究引入了使用毫米波雷达的非接触式生命体征监测方法. 这种新的方法准确地检测出呼吸和心跳信号,误差低于7%,提高了健康监测的方便性.
科学领域:
- 生物医学工程 生物医学工程
- 信号处理 信号处理
- 雷达技术 雷达技术的使用
背景情况:
- 越来越多的人对方便和准确的健康监测的需求.
- 传统的基于接触的生命体征监测的局限性.
- 需要非接触式,非侵入式的生命体征检测.
研究的目的:
- 建议使用FMCW毫米波雷达进行非接触式生命体征监测方法.
- 为了提高生命体征检测的方便性和准确性.
- 为远程健康监测提供强大的解决方案.
主要方法:
- 使用频率调制连续波 (FMCW) 毫米波雷达来检测胸部运动.
- 采用信号叠加和相差技术来消除杂乱和干扰.
- 应用离散波波变换 (DWT) 用于信号分解和噪声抑制.
- 集成了一个自适应卡尔曼波器 (AKF) 与平方根正常化用于心率估计.
主要成果:
- 通过毫米波雷达成功提取呼吸和心跳信号.
- 实现了有效消除静态杂乱和呼吸道波干扰.
- 在各种条件下证明了高准确性,估计误差率低于7%.
- 在不同距离,角度和姿势下显示生命体征监测的强度.
结论:
- 拟议的MRVS方法为非接触式生命体征监测提供了一个准确而强大的解决方案.
- 毫米波雷达技术为先进的远程健康评估提供了一个可行的平台.
- 这项技术提高了患者的舒适性,并促进了持续的健康监测.
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