基于IMU阵列的近磁场单偶极子定位方法

Kuan-Chun Sun, Sheng-Wen Lo, Jwusheng Hu
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引用次数: 1

摘要

本研究旨在利用惯性测量单元(IMU)阵列寻找一种有效的近磁场中单个偶极子地标的三维定位方法。利用设计的结构阵列逼近梯度张量,提出了一种新的算法,避免了数学偶极子模型中高阶非线性和分母距离奇异性的问题。此外,我们应用状态约束卡尔曼滤波来解决欠定问题,同时估计传感器与地标之间的旋转矩阵。仿真分析和实验结果表明,该算法能够有效地从单个偶极子磁地标估计出三维位置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A single dipole-based localization method in near magnetic field using IMU array
This study aims to find an efficient 3D localization method related to a single dipole landmark in near magnetic field using IMU (Inertial Measurement Unit) array. We derive a novel algorithm that can avoid dealing with high order nonlinearity and singularity of distance in denominator in a mathematical dipole model by using a designed structure array to approach the gradient tensor. Moreover, we apply a state constrained Kalman filter for solving an underdetermined problem and estimating the rotation matrix between sensor and landmark simultaneously. The simulation analysis and experiment result show the effectiveness of the proposed algorithm in estimating the 3D position from a single dipole magnetic landmark.
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