Fast-Adaptive Permanent Magnetic Positioning-based Navigation Framework for Continuum Robots in Colonoscopic Biopsy

IF 7.3 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS IEEE/ASME Transactions on Mechatronics Pub Date : 2025-02-19 DOI:10.1109/TMECH.2025.3535940
Shilong Yao;Peiyu Luo;Li Liu;Hong Yan;Max Q.-H. Meng
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Abstract

The potential of continuum robots in medical applications is considerable, due to their flexibility and capacity to navigate complex anatomical environments. This article introduces a novel framework based on the Fast-Adaptive Permanent Magnetic Tracking method, which has been designed with the objective of enhancing the accuracy and autonomy of colonoscopic biopsies. The system incorporates a permanent magnet positioning methodology, enabling the robot to maintain a trajectory tracking root mean square error of less than 4 mm, with magnet speeds up to 150 mm/s and positioning errors under 2 mm. Furthermore, the framework includes an adaptive obstacle avoidance strategy, allowing the robot to navigate around obstacles and adjust its posture in response to dynamic movement. Extensive experimental validations in both simulation and real-world environments demonstrate the system's effectiveness in delivering precise, responsive, and continuous operation. This work represents a significant advancement in autonomous navigation based on permanent magnetic localization techniques, with the potential to enhance the efficacy and safety of robotic-assisted surgeries.
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基于快速自适应永磁定位的连续机器人在结肠镜活检中的导航框架
连续体机器人在医疗应用中的潜力是相当大的,因为它们的灵活性和导航复杂解剖环境的能力。本文介绍了一种基于快速自适应永磁跟踪方法的新型框架,旨在提高结肠镜活检的准确性和自主性。该系统采用永磁体定位方法,使机器人能够保持轨迹跟踪均方根误差小于4毫米,磁体速度高达150毫米/秒,定位误差小于2毫米。此外,该框架还包括一个自适应避障策略,允许机器人在障碍物周围导航,并根据动态运动调整姿态。在模拟和现实环境中进行了广泛的实验验证,证明了该系统在提供精确、响应迅速和连续操作方面的有效性。这项工作代表了基于永磁定位技术的自主导航的重大进步,具有提高机器人辅助手术的有效性和安全性的潜力。
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来源期刊
IEEE/ASME Transactions on Mechatronics
IEEE/ASME Transactions on Mechatronics 工程技术-工程:电子与电气
CiteScore
11.60
自引率
18.80%
发文量
527
审稿时长
7.8 months
期刊介绍: IEEE/ASME Transactions on Mechatronics publishes high quality technical papers on technological advances in mechatronics. A primary purpose of the IEEE/ASME Transactions on Mechatronics is to have an archival publication which encompasses both theory and practice. Papers published in the IEEE/ASME Transactions on Mechatronics disclose significant new knowledge needed to implement intelligent mechatronics systems, from analysis and design through simulation and hardware and software implementation. The Transactions also contains a letters section dedicated to rapid publication of short correspondence items concerning new research results.
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