摘要
通过将惯性测量单元系在脚背上,实时测量出人体在行走时的加速度和角速度信息;通过阈值判断和零速校正模型完成对行人步长、步频和方向的解算,绘制出行人的运动轨迹;在搭建的可穿戴式惯性测量单元轨迹监测实验平台中进行模型验证,并将解算绘制出的行人轨迹实验结果与行走时测量的轨迹进行比对。实验结果表明:该方法的准确率均达到在98%以上,实现了对行人在室内环境下的便携式、可穿戴式实时精确测量。
In this method,IMU is attached to instep of foot to measure information of acceleration and angular velocity of the human body in real time while walking.Through threshold value judgment and zero speed correction model,step size,step frequency and direction of pedestrian are calculated,so as to draw the pedestrian’s moving trajectory.Finally,the model is verified on experimental platform for wearable IMU trajectory monitoring.Experimental result of pedestrian trajectory drawn by resolving,is compared with measured trajectory while walking.Results show that the accuracy of this method is more than 98%,which realizes the portable and wearable real-time accurate measurement of pedestrians in indoor environment.
作者
王智敏
陶宝林
于鹏
甘昊鹏
杨海
罗涛
WANG Zhimin;TAO Baolin;Yü Peng;GAN Haopeng;YANG Hai;LUO Tao(School of Mechatronic Engineering,Southwest Petroleum University,Chengdu 610500,China)
出处
《传感器与微系统》
CSCD
北大核心
2021年第1期46-48,52,共4页
Transducer and Microsystem Technologies
基金
国家大学生创新创业训练项目(201910615008)
四川省大学生创新创业训练计划项目(S201910615008)。
关键词
室内定位
惯性测量单元
行人轨迹推算
零速校正模型
可穿戴式
indoor positioning
inertial measurement unit(IMU)
pedestrian dead reckoning
zero speed correction model
wearable