Study on Mounting Position of IMU for Better Accuracy of ZUPT-Aided Pedestrian Inertial Navigation

Yusheng Wang, Sina Askari, A. Shkel
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引用次数: 26

Abstract

We present a study on the effect of mounting position of IMU to a foot on the navigation accuracy of ZUPT-aided pedestrian inertial navigation. In this study, we compared two IMU mounting positions, forefoot and heel, in terms of the length of the stance phase, velocity uncertainty, and the shock level during the stance phase. Circular Error Probable (CEP) of localization was experimentally demonstrated to be reduced by about 50%, when mounting the IMU on the forefoot rather than behind the heel. The conclusion was demonstrated by investigating different walking paces, types of floors (hard floor, grass lawn, and sand), trajectories (upstairs and downstairs), and gait patterns produced by different persons. To the best of our knowledge, this study is the first attempt to investigate the velocity uncertainty during the stance phase in pedestrian navigation, a critical characteristic of ZUPT-aided algorithms.
提高zupt辅助行人惯性导航精度的IMU安装位置研究
研究了IMU在足部的安装位置对zupt辅助行人惯性导航精度的影响。在这项研究中,我们比较了两种IMU安装位置,前脚和脚跟,在站立阶段的长度、速度不确定性和站立阶段的冲击水平方面。实验证明,当将IMU安装在前脚而不是脚跟后时,定位的圆周可能误差(CEP)减少了约50%。通过对不同人的不同步行速度、不同地板类型(硬地板、草地和沙地)、不同行走轨迹(楼上和楼下)以及不同步态模式的调查,证明了上述结论。据我们所知,这项研究是第一次尝试研究行人导航中站立阶段的速度不确定性,这是zupt辅助算法的一个关键特征。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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