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An Improved Magnetic Localization and Orientation Algorithm for Wireless Capsule Endoscope

机译:一种改进的无线胶囊内窥镜磁定位和方向算法

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In this paper, we propose a novel localization algorithm for tracking a magnet inside the capsule endoscope by 3-axis magnetic sensors array. In the algorithm, we first use an improved linear algorithm to obtain the localization parameters by finding the eigenvector corresponding to the minimum eigenvalue of the objective matrix. These parameters are used as the initial guess of the localization parameters in the nonlinear localization algorithm, and the nonlinear algorithm searches for more appropriate parameters that can minimize the objective error function. As the results, we obtain more robust and accurate localization results than those by using linear algorithm only. Nevertheless, the time efficiency of the nonlinear algorithm is enhanced. The real experimental data show that the average localization accuracy is about 2mm and the average orientation accuracy is about 1.6° when the magnet moves within the sensing area of 240mm×240mm square.
机译:在本文中,我们提出了一种新颖的定位算法,用于通过3轴磁传感器阵列跟踪胶囊内窥镜内部的磁体。在算法中,我们首先使用改进的线性算法来通过查找对应于物体矩阵的最小特征值的特征向量来获得本地化参数。这些参数用作非线性定位算法中的定位参数的初始猜测,并且非线性算法搜索可以最小化客观误差函数的更合适的参数。结果,我们仅获得比使用线性算法的更强大和准确的本地化结果。然而,增强了非线性算法的时间效率。真实的实验数据表明,当磁体在240mm×240mm广场的感测面积内移动时,平均定位精度约为2mm,平均方向精度约为1.6°。

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