A Multimagnetometer Array and Inner IMU-Based Capsule Endoscope Positioning System
Peng Zhang, Yan Xu, Ruizhi Chen, Weiguo Dong, You Li, Rong Yu, Mingyue Dong, Zhengru Liu 等 10 位
Wuhan University State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing Renmin Hospital of Wuhan University
阅读操作
确认中在文库中上传 PDF 后可生成中文音频讲解。
摘要与影响
The wireless capsule endoscope (robot) has become more extensively used due to its comprehensive detection and patient-friendly experience. However, to provide better diagnostic information to medical staff, there is an urgent need for high-accuracy position information of capsule endoscopes during their working inside the human body. In this article, a capsule endoscopy positioning system using a magnetic sensor array is designed. It has two advantages. 1) Most of the existing magnetic positioning method needs to initialize the magnetic moment accurately, which is difficult to meet in practical applications. To solve this issue, this article proposes a method to determine the magnetic moment direction based on an inertial measurement unit. The proposed method can accurately estimate the direction of the magnetic moment even when the roll angle is singular. 2) This article proposes a nonlinear least-squares algorithm for capsule magnetic positioning based on the three-axis magnetometer observation. The algorithm is more robust than the Levenberg–Marquardt (LM) method that is widely used in capsule endoscopy positioning. Furthermore, its computation speed is over 100 times faster than the LM method, which successfully meets the real-time requirements. In this research, a three-axis mechanical platform and a six-axis robot arm are used to build a capsule magnetic positioning evaluation system. Preliminary results show the accuracy (RMS) of the proposed capsule endoscope positioning algorithm was better than 6 mm.
逐年被引趋势
关键指标
同类平均 = 1
同领域 · 同年份 · 同类型
Google Scholar 与 OpenAlex 的被引统计范围不同,数值存在差异属正常。
AI 辅助阅读
依据:摘要
可就本文提问;依据不足时会说明。
学术脉络
学科主题
生物医学Gastrointestinal Bleeding Diagnosis and Treatment
Gastrointestinal Tumor Research and Treatment · Gastrointestinal disorders and treatments
参考文献 40
此处列出前 3 条
引用本文 15
按被引量排序,此处列出前 3 条