Real-Time Attitude Tracking of Capsule Endoscope Based on MEMS IMU and Error Analysis

Zhuokang Huang, Chengzhi Hu
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引用次数: 4

Abstract

Wireless capsule endoscope (WCE) has been increasingly exploited for noninvasive screening and diagnosis of the entire esophagus, stomach, colon, and small intestine. WCE allows direct visualization of gastrointestinal tracts and causes less pain to the patients. Automated navigation of WCE during the medical procedure will significantly reduce the testing time and improve the usage and efficiency of medical infrastructure. Attitude tracking of WCE is of great importance for real-time tracking of the position and orientation of capsule endoscope. In this paper, a method for calculating the attitude of WCE based on MEMS IMU (Inertial Measurement Units) is implemented. The accuracy of attitude tracking is measured by a series of experiments. By reorientating the capsule endoscope with a high precision 3D rotary stage, the error from the proposed algorism is determined. The experimental results show that the attitude of WCE based on MEMS IMU can meet the diagnostic requirements in about six minutes, but the performance cannot be maintained due to error accumulation. Additionally, we propose a method to improve the attitude accuracy by reciprocating the rotational motion during the inspection process.
基于MEMS IMU的胶囊内窥镜实时姿态跟踪及误差分析
无线胶囊内窥镜(WCE)越来越多地用于全食管、胃、结肠和小肠的无创筛查和诊断。WCE可以直接观察胃肠道,减轻患者的疼痛。医疗过程中WCE的自动导航将大大减少测试时间,提高医疗基础设施的使用率和效率。WCE的姿态跟踪对于胶囊内窥镜的位置和方向的实时跟踪具有重要意义。本文实现了一种基于MEMS惯性测量单元(IMU)的WCE姿态计算方法。通过一系列实验验证了姿态跟踪的精度。利用高精度的三维旋转平台重新定位胶囊内窥镜,确定了该算法的误差。实验结果表明,基于MEMS IMU的WCE姿态在约6分钟内即可满足诊断要求,但由于误差累积,无法保持性能。此外,我们还提出了一种在检测过程中通过往复旋转运动来提高姿态精度的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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