1. 西安理工大学机械与精密仪器工程学院
2. 北京航空航天大学仪器科学与光电工程学院
3. 中航工业陕西华燕航空仪表有限公司
4. 陕西航空职业技术学院实训中心
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王平, 张广鹏, 张延顺, 等. 一种角速度信息辅助的行人计步参数检测方法[J]. 机械强度, 2017,39(5):1031-1035.
WANG Ping, ZHANG GuangPeng, ZHANG YanShun, et al. A PEDESTRIAN STEP COUNTING PARAMETER DETECTION METHOD AIDED WITH ANGULAR VELOCITY INFORMAITON[J]. 2017,39(5):1031-1035.
王平, 张广鹏, 张延顺, 等. 一种角速度信息辅助的行人计步参数检测方法[J]. 机械强度, 2017,39(5):1031-1035. DOI: 10.16579/j.issn.1001.9669.2017.05.006.
WANG Ping, ZHANG GuangPeng, ZHANG YanShun, et al. A PEDESTRIAN STEP COUNTING PARAMETER DETECTION METHOD AIDED WITH ANGULAR VELOCITY INFORMAITON[J]. 2017,39(5):1031-1035. DOI: 10.16579/j.issn.1001.9669.2017.05.006.
在穿戴腰式行人导航系统中,行人做弯腰、上下蹲等原地起伏动作时会引起传统峰值检测法步数检测误差。为补偿此项误差,在对人体腰部运动特征分析基础上,提出一种引入角速度信息辅助的行人步数检测方法。此方法先提取人体前向、侧向角速度信息来判断行人是否前进,并联合垂向加速度计输出的峰值信号,进行组合步数检测。在对27组引入原地起伏动作的行走实验中,应用峰值检测法和本文方法检测步数的平均准确率分别是85.8%、98.84%。实验结果表明,提出的方法能有效减少原地起伏动作导致的步数误差,且具有较高的可靠性。
In waist-worn pedestrian navigation systems, the peak detection method accuracy will be reduced when pedestrian carries on activities ups and downs in-situ such as stooped to and fro,squatting up and down. To compensate this error,a pedestrian step detection method aided with angular velocity is proposed based on the analysis on body waist motion feature. This method first extracts body’s forward angular velocity and lateral one to judge whether pedestrian walks ahead. Then peak signal of vertical accelerometer output is used to detect steps in common. In 27 experiments,which pedestrian walked certain steps and interference of activities ups and downs in-situ were brought in,the average accuracy rate of peak detection method and this method was 85. 8%,98. 84% respectively. Experimental results demonstrate that the proposed method can effectively reduce step detection errors generated by walking ups and downs in-situ with a high reliability.
行人导航MEMS步数检测峰值检测运动特征
Pedestrian navigationMicro electro mechanical systems(MEMS)Step detectionPeak detectionMovement feature
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