期刊文献+

基于生物雷达技术的非接触心率检测研究 被引量:6

Contact-free Measurement of Heart Rate via Bioradar
下载PDF
导出
摘要 目的:利用生物雷达实现对心率的检测。方法 :通过提取雷达I-Q输出端的数据,采用基于LM(levenbergmarquardt)算法的参数估计来获取心率。结果:对静止呼吸以及伴有体动正常呼吸这2种情况下采集到的数据进行了分析,得到了理想的实验结果。I-Q双通道雷达系统无需相位展开操作,对于信噪比非常小的生物信号较为有利。结论:生物雷达可以在非接触的状态下实现对心率的检测,对于临床诊断具有重要的应用价值。 Objective To realize heart rate detection by bioradar. Methods A parameter optimization method was used to detect heart rate based on the nonlinear Levenberg-Marquardt(LM) algorithm with a remote millimeter wave (mmW) I-Q sensor, Results The data acquired at static respiration and respiration with body movement were analyzed to obtain the results. I-Q two-channel radar system could be used to detect the biosignals with little SNR, without the need of phase. Conclusion Bioradar realizes con- tact-free heart rate detection, and thus is worth applying for clinical diagnosis.
出处 《医疗卫生装备》 CAS 2014年第3期10-13,共4页 Chinese Medical Equipment Journal
基金 陕西省攻关项目(2011K12-05-09) 军队"十二五"重点项目(BWS11Z011)
关键词 心率 LM 生物雷达 非接触 心动 heart rate LM bioradar contact-free heartbeat
  • 相关文献

参考文献5

  • 1Postolache G, Carvalho L S, Postolache O,et al. HRV and BPV neu- ral network model with wavelet based algorithm calibration[J]. Mea- surement, 2009,42 : 805-814.
  • 2McSharry P E ,Clifford G D,Tarassenko L,et d. A dynamical model for generating synthetic electrocardiogram signals[J]. IEEE Transac- tions On Biomedical Engineering, 2003,50 : 3-7.
  • 3张杨,焦腾,荆西京,王华,于霄,王健琪.生物雷达技术的研究现状与新进展[J].信息化研究,2010,36(10):6-10. 被引量:24
  • 4Levenberg K. A method for the solution of certain problems in least squares[J]. Quart, 1944,2:164-168.
  • 5Marquardt D. An algorithm for least-squares estimation of nonlinear parameters[J]. SIAM J, 1963,11:431-441.

二级参考文献47

  • 1王健琪,郑崇勋,荆西京,路国华,王海滨,倪安胜.基于毫米波的非接触生命参数检测系统的研制(英文)[J].航天医学与医学工程,2004,17(3):157-161. 被引量:15
  • 2朱亚平,沈庭芝,王卫江,张颖.穿墙雷达系统中信号检测的新算法[J].北京理工大学学报,2005,25(8):734-738. 被引量:8
  • 3杨镇华,伍文峰,李涛.超宽带雷达及其应用[J].科技资讯,2006,4(1):164-164. 被引量:2
  • 4赵彧,黄春琳,粟毅,雷文太.超宽带穿墙探测雷达的反向投影成像算法[J].雷达科学与技术,2007,5(1):49-54. 被引量:8
  • 5MISRA D K. Scattering of electromagnetic waves by human body and its applications[ D]. Ph.D. dissertation. East Lansing: Michigan State University, 1984 : 29-67.
  • 6YAMAGUCHI Y, MITSUMOTO M, SENGOKU M, et al.Synthetic aperture FM-CW radar applied to the detection of objects buried in snowpack[J] IEEE Transaction on Geoscience and Remote Sensing, 1994, 32( 1 ) : 11-18.
  • 7LADD M D, PACHECO M S, RIVAS R R. Development of a remote vital signs sensor [ C ]//ADPA/NSIA Annual Security Technology Symposium, 1997: 23-28.
  • 8CHUANG H R, CHEN Y F, CHEN K M. Automatic cluttercanceler for microwave life-detection systems [ J ]. IEEE Transaction on Instrumentation and Measurement, 1991, 40 ( 8 ) : 747-750.
  • 9YAROVOY G, LIGHTHART L P. UWB radar for human being detection [ J ]. IEEE A&E systems magazine, 2006, 25 (3) : 10-14.
  • 10LOHMAN B, BORIC-LUBECKE O, LUBECKE V M. A digtal processor for Doppler radar sensing of vital signs[ J]. Engineering in Medicine and Biology Magazine, IEEE, 2002,21 (5) : 161-164.

共引文献23

同被引文献39

引证文献6

二级引证文献15

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部