利用低复杂度数据融合算法补偿MARG单元上的磁扰动

P. Daponte, L. D. Vito, S. Rapuano, M. Riccio, F. Picariello
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引用次数: 9

摘要

本文提出了一种新的磁、角率和重力(MARG)单元方位估计算法,能够补偿短时间磁扰动对磁强计的影响,并应用于运动跟踪康复。该算法是在一种基于梯度下降最小化的低复杂度方向估计算法的基础上设计的。通过实验室实验验证了该算法在静态和动态条件下通过补偿磁干扰来正确估计方向的能力。本文对该实验阶段的结果进行了介绍和讨论。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Compensating magnetic disturbances on MARG units by means of a low complexity data fusion algorithm
The paper proposes a new algorithm for the estimation of orientation of MARG (Magnetic, Angular Rate and Gravity) units, capable of compensating the influence of short-duration magnetic disturbances on the magnetometer, with application in motion tracking for rehabilitation. The proposed algorithm has been designed starting from a widely used low-complexity orientation estimation algorithm, based on the gradient descent minimization. The proposed algorithm has been validated by means of laboratory experiments, aimed at verifying its capability of correctly estimating orientation, by compensating the magnetic disturbances both in static and in dynamic conditions. The results of such experimental phase are presented and discussed in the paper.
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