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一种防跌倒预警系统的研究与实现
  • ISSN号:2095-3135
  • 期刊名称:集成技术
  • 时间:2014.1.1
  • 页码:46-54
  • 分类:TP273[自动化与计算机技术—控制科学与工程;自动化与计算机技术—检测技术与自动化装置]
  • 作者机构:[1]中国科学院深圳先进技术研究院, [2]深圳低成本健康重点实验室
  • 相关基金:国家自然科学基金(51105359及61072031)、因家高技术研究发展计划(863计划)(2012AA02A604)、国家重点基础研究发展计划(973计划)子课题(2010CB732606).
  • 相关项目:基于躯感网的高精准跌倒监测识别及肢体运动防跌干预和防护机制
中文摘要:

跌倒是造成世界上意外伤害死亡的第二大原因,如何预防跌倒已成为保障老人生命的关键。目前常见“跌倒报警器”的传感模块一般采用单一的三轴加速度计,测量精度受限,仅能实现人体跌倒后的报警功能而不能实现跌倒前的预警。文章设计并实现了一种基于 MEMS 惯性传感单元的防跌倒预警器,率先设计了含“三轴加速度计+三轴陀螺仪+三轴磁力计”的高精度多模态传感模块,内嵌跌倒预警算法,并通过蜂鸣器和振动器警示。对九名健康年轻实验对象进行了总计81次的跌倒实验,系统结合基于阈值的跌倒预警算法,结果表明,其检测灵敏度可达98.61%且特异度为98.61%,平均预警时间为300 ms。未来研究将嵌入全球移动通信系统(Global System For Mobile, GSM)、全球定位系统(Global Positioning System, GPS)等电路模块功能及配备穿戴式安全气囊,有望在易跌人群中实现实时防护和及时救治。

英文摘要:

Falls are the second leading cause of unintentional injury deaths worldwide, so how to prevent falls has become a safety and security problem for elderly people. At present, because the sensing modules of most fall alarms generally only integrate the single 3-axis accelerometer, the measurement accuracy of sensing signals is limited. They can only achieve the alarm of post-fall detection but not the early pre-impact fall recognition in real fall applications. Therefore, an early pre-impact fall alarm system based on high-precision inertial sensing units was studied and developed in this paper. A multi-modality sensing module embedded with the fall detection algorithm was developed for the early pre-impact fall detection. The module included a 3-axis accelerometer, a 3-axis gyroscope and a 3-axis magnetometer, which could arouse early pre-impact fall warnings by a buzzer and a vibrator. Total 81 times of fall experiments from 9 healthy subjects were conducted in simulated fall conditions. The result shows that the detection sensitivity of the system combining the early warning threshold algorithm can reach 98.61%with a speciifcity of 98.61%, and the average pre-impact lead time is 300 ms. In the future, GPS, GSM electronic modules and wearable protected airbags will be embedded in the system, which will enhance real-time fall protections and timely treatments for the elderly people.

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期刊信息
  • 《集成技术》
  • 主管单位:中国科学院
  • 主办单位:中国科学院深圳先进技术研究院;科学出版社
  • 主编:樊建平
  • 地址:深圳市南山区西丽深圳大学城学苑大道1068号
  • 邮编:518055
  • 邮箱:jcjs@siat.ac.cn
  • 电话:0755-86392070
  • 国际标准刊号:ISSN:2095-3135
  • 国内统一刊号:ISSN:44-1691/T
  • 邮发代号:46-139
  • 获奖情况:
  • 国内外数据库收录:
  • 被引量:326