基于惯性传感器的跌倒检测技术研究进展  

The Research Progress of the Fall Detection Technology Based on the Inertial Sensor

作　　者：王莉[1] 赵艳阳[1] 刘雪峰 牛群峰[1] 

机构地区：[1]河南工业大学电气工程学院,郑州450001 [2]郑州大学信息工程学院,郑州450001

出　　处：《科学技术与工程》2017年第32期205-213,共9页Science Technology and Engineering

基　　金：国家"十二五"科技支撑计划(2012BAF12B13)资助

摘　　要：近几年,世界人口老龄化的问题使跌倒检测技术得到了快速的发展;但是商业规模没有发展完善。跌倒检测技术能够迅速检测特殊人群跌倒事件的发生并及时报警,保护特殊人群的身体健康,节约社会医疗资源。归纳了基于惯性传感器的跌倒检测技术的主要进展,包括设备佩戴位置、算法以及综合性能进行了比较研究。讨论了实验对象的选择、实验环境的设置、样本动作的分类、检测指标4方面对总体性能的影响。提出了建立更科学的评价标准建议,在此基础上对该技术的研究前景进行了展望。对该项技术的进一步研究设计以及商品化开发具有一定的参考作用。In recent years,the world＇s population aging of the population problem that fall detection technology has been rapid development.But there is no developing commercial scale.Fall detection technology can quickly detect the occurrence of falls in a special group of people,alarm in time to protect the health of special populations,and save social medical resources.The main progress of fall detection technology based on inertial sensors,including equipment wear location,algorithm and comprehensive performance study,also some discussion on the four aspects about the choice of the subject,the setting of the experiment environment,sample action classification,detection index which had enormous impact on the overall performance were summarized.The establishment of a more scientific evaluation standard proposal was proposed,the research prospect of this technology was discussed on this basis.All above would have a certain reference value for the further study of technology designing and commercial development.

关 键 词：惯性传感器 跌倒检测 ADLS 数据样本 评价标准 

分 类 号：TP271[自动化与计算机技术—检测技术与自动化装置]