期刊文献+

可穿戴式自主定位技术的零速触发算法研究 被引量:17

A Research about Zero Velocity Trigger Algorithm Used in the Wearable Autonomous Positioning Technology
下载PDF
导出
摘要 所谓步态,即指人们在行走时躯干与腿的姿势,以及脚部接触地面时的状态。现如今,相关步态特征的应用技术已飞快地发展了起来。并在安全系统、人机交互、导航定位、医疗诊断等方面有了广泛的应用。而本文将提出一种利用三条件法将可穿戴式MEMS IMU(Inertial Measurement Units)用来实现检测静止步态的技术,此技术可以在定位领域,将检测出的静止状态作为一种触发条件,为零速修正、地磁角度更新等静态校准技术服务,从而使得定位的实时性和精确性得以更好的保障。本文通过将IMU分别安置在人体的脚部,腰部和胸部进行静止步态的检测,最终通过测试数据的仿真得出结论:将IMU放在脚部的静态检测效果要远远好于其他两种情况。 The so-called gait,is the posture of people's trunk and legs when they are walking,as well as the status of the feet when they are touching the ground. And nowadays, the application of the related gait characteristics technology has been developed quickly and had a wide range of applications in security systems, human-computer interaction, navigation,medical diagnosis and so on. And this paper will propose a technology by three conditions method to implement the still gait detection of the wearable MEMS IMU (Inertial Measurement Units). Above technology which can use the detected the stationary state as a trigger condition applies to zero velocity correction,updating of the geo- magnetic angle and the relevant static calibration techniques in positioning field. Thus the result of the real-time and accuracy in the positioning process will be better. This paper will respectively place the IMU on the pedestrian's foot, waist and chest to proceed the stationary gait testing. Final test data through the simulation shows that the detection still result of the case which place the IMU on the foot is much better than the other two cases.
出处 《传感技术学报》 CAS CSCD 北大核心 2014年第5期627-632,共6页 Chinese Journal of Sensors and Actuators
基金 北京市科技计划课题项目(Z131100005313009) 国家自然科学基金项目(61261160497) 北京市教委科技成果转化和产业化项目(PXM2013_014224_000074)
关键词 可穿戴式 微机电惯性测量单元 静止步态检测 定位零速修正触发 wearable MEMS IMU still gait detection the trigger of the zero velocity correction in positioning
  • 相关文献

参考文献14

二级参考文献176

共引文献174

同被引文献81

  • 1陈志奎,李良.基于ZigBee的智能家庭医保系统[J].计算机研究与发展,2010,47(S2):355-360. 被引量:8
  • 2李朝伟,张良才,陈敏.脉搏血氧饱和度仪的原理与临床应用[J].中国医学装备,2006,3(5):22-23. 被引量:8
  • 3王科俊,侯本博.步态识别综述[J].中国图象图形学报,2007,12(7):1152-1160. 被引量:43
  • 4Foxlin E.Pedestrian tracking with shoe-mounted inertial sensors[J].Computer Graphics and Applications,IEEE,2005,25(6):38-46.
  • 5Skog I,Hndel P,Nilsson J O,et al.Zero-velocity detection-An algorithm evaluation[J].IEEE Transactions on Biomedical Engineering,2010,57(11):2657-2666.
  • 6Cheshomi S,Rahati Q S,Akbarzadeh T M R.Hybrid of chaos optimization and Baum-Welch algorithms for HMM training in continuous speech recognition[C]∥2010 International Conference on Intelligent Control and Information Processing(ICICIP),IEEE,2010:83-87.
  • 7Park S K,Suh Y S.A zero velocity detection algorithm using inertial sensors for pedestrian navigation systems[J].Sensors,2010,10(10):9163-9178.
  • 8熊军.全球老龄化趋势和发达国家的应对措施[EB/OL].[2015—07—01]http:∥www.calss.net.cn/n1196/n1211/n1514/10957 053.html.
  • 9许娜.中国老龄化吸引投资者涌入医疗行业[EB/OL].[2015—07—01].http:∥finance.sina.com.cn/stock/usstock/c/201502 11/180621531145.shtml.
  • 10Rodgers M M,Pai V M,Conroy R S.Recent advances in wearable sensors for health monitoring[J].IEEE Sensors Journal,2015,15(6):3119-3126.

引证文献17

二级引证文献76

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