惯性测量装置
霍尔效应传感器
传感器融合
旋转(数学)
方向(向量空间)
计算机科学
传感器阵列
测距
声学
人工智能
物理
计算机视觉
工程类
电气工程
磁铁
数学
电信
几何学
机器学习
作者
Heng Zhang,Yehui Li,Zheng Li
出处
期刊:IEEE Sensors Journal
[Institute of Electrical and Electronics Engineers]
日期:2022-05-19
卷期号:22 (13): 13424-13433
被引量:15
标识
DOI:10.1109/jsen.2022.3175919
摘要
This paper introduces a novel 6 degrees of freedom (6-D) spatial localization for wireless magnetically actuated capsule endoscopes (WMACEs) based on multi-sensor fusion. A WMACE integrated with an inertial measurement unit (IMU) sensor is developed, which enables wireless transmission of video and sensor data. A Hall sensors array is designed to measure the magnetic field generated by the WMACE for acquiring its 6-D pose under external magnetic actuation. The angle between the direction of the WMACE's magnetic moment and the gravity direction measured by the IMU is set initially as 90°, which, based on multi-sensor data fusion, solves the problem that the rotation around the magnetization axis cannot be acquired by Hall sensors array and that the rotation around the gravity axis cannot be measured by the IMU. In addition, eight pose detection algorithms and two data-fusion filters are experimentally compared for analyzing and selecting the optimal approach for the 6-D localization of the WMACE. The experimental results indicate a high accuracy for 6-D pose detection, with a mean absolute error of 1.463 mm for 3-D position and 0.419° for 3-D orientation, with the height between the capsule and the Hall sensor array ranging from 25 mm to 72 mm.
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