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基于迭代雅可比矩阵的磁共振成像引导磁驱动可控导管系统的逆运动学与开环控制

Iterative Jacobian-Based Inverse Kinematics and Open-Loop Control of an MRI-Guided Magnetically Actuated Steerable Catheter System.

作者信息

Liu Taoming, Jackson Russell, Franson Dominique, Poirot Nate Lombard, Criss Reinhardt Kam, Seiberlich Nicole, Griswold Mark A, Çavuşoğlu M Cenk

机构信息

Case Western Reserve University, Cleveland, Ohio 44106, USA. Department of Electrical Engineering and Computer Science.

Case Western Reserve University, Cleveland, Ohio 44106, USA. Department of Biomedical Engineering.

出版信息

IEEE ASME Trans Mechatron. 2017 Aug;22(4):1765-1776. doi: 10.1109/TMECH.2017.2704526. Epub 2017 May 16.

Abstract

This paper presents an iterative Jacobian-based inverse kinematics method for an MRI-guided magnetically-actuated steerable intravascular catheter system. The catheter is directly actuated by magnetic torques generated on a set of current-carrying micro-coils embedded on the catheter tip, by the magnetic field of the magnetic resonance imaging (MRI) scanner. The Jacobian matrix relating changes of the currents through the coils to changes of the tip position is derived using a three dimensional kinematic model of the catheter deflection. The inverse kinematics is numerically computed by iteratively applying the inverse of the Jacobian matrix. The damped least square method is implemented to avoid numerical instability issues that exist during the computation of the inverse of the Jacobian matrix. The performance of the proposed inverse kinematics approach is validated using a prototype of the robotic catheter by comparing the actual trajectories of the catheter tip obtained via open-loop control with the desired trajectories. The results of reproducibility and accuracy evaluations demonstrate that the proposed Jacobian-based inverse kinematics method can be used to actuate the catheter in open-loop to successfully perform complex ablation trajectories required in atrial fibrillation ablation procedures. This study paves the way for effective and accurate closed-loop control of the robotic catheter with real-time feedback from MRI guidance in subsequent research.

摘要

本文提出了一种基于迭代雅可比矩阵的逆运动学方法,用于磁共振成像(MRI)引导的磁驱动可控血管内导管系统。导管由嵌入导管尖端的一组载流微线圈在磁共振成像(MRI)扫描仪的磁场作用下产生的磁转矩直接驱动。利用导管偏转的三维运动学模型,推导了通过线圈的电流变化与尖端位置变化之间的雅可比矩阵。通过迭代应用雅可比矩阵的逆矩阵,对逆运动学进行数值计算。采用阻尼最小二乘法来避免在雅可比矩阵求逆计算过程中存在的数值不稳定问题。通过将开环控制获得的导管尖端实际轨迹与期望轨迹进行比较,使用机器人导管原型验证了所提出的逆运动学方法的性能。重复性和准确性评估结果表明,所提出的基于雅可比矩阵的逆运动学方法可用于开环驱动导管以成功执行心房颤动消融手术所需的复杂消融轨迹。本研究为后续研究中利用MRI引导的实时反馈对机器人导管进行有效且精确的闭环控制铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da9f/5731790/355aa206b672/nihms901419f1.jpg

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