Fast calibration for parameters of an inertial measurement unit fixed to a standard walker

被引:3
作者
Doan, Quang Vinh [1 ]
Pham, Duy Duong [2 ]
机构
[1] Univ Danang Univ Sci & Technol, Danang, Vietnam
[2] Univ Danang Univ Technol & Educ, Danang, Vietnam
关键词
Biomedical engineering; Computer engineering; Signal processing; Sensor; IMU; Inertial sensor; Standard walker; Fast calibration; Rotation matrix; Translation vector; MOBILITY; DISTANCE;
D O I
10.1016/j.heliyon.2020.e04735
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
A system consisting of an inertial measurement unit (IMU) mounted on a walker is proposed. The objective of this system is to monitor a user's walking. The relationship between the walker and the IMU, which cannot be easily measured manually, plays an important role in the system. There are various relationships because of the different types of walkers, as well as adjustments made to the height of the walker legs for comfortable usage. In this study, we propose a simple procedure for fast calibration, which consists of the attitude and the position of the IMU with respect to the walker coordinate system. The procedure includes slightly tilting the walker to the front, back, right, and left. A Kalman filter based on the inertial navigation system is used to estimate the trajectory of the IMU during tilting movements. The relationship can be calibrated using the estimated trajectory and geometric characteristics of walkers. The results of the experiments show that the proposed method achieves acceptable accuracy (97% of distance and position) and convenience.
引用
收藏
页数:9
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