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磁共振成像引导的机器人导管在心脏表面运动下的接触稳定性和接触安全性

Contact Stability and Contact Safety of a Magnetic Resonance Imaging-Guided Robotic Catheter Under Heart Surface Motion.

作者信息

Hao Ran, Erdem Tuna E, Çavuşoğlu M Cenk

机构信息

Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH 44106.

出版信息

J Dyn Syst Meas Control. 2021 Jul 1;143(7):071010. doi: 10.1115/1.4049837. Epub 2021 Feb 23.

Abstract

Contact force quality is one of the most critical factors for safe and effective lesion formation during catheter based atrial fibrillation ablation procedures. In this paper, the contact stability and contact safety of a novel magnetic resonance imaging (MRI)-actuated robotic cardiac ablation catheter subject to surface motion disturbances are studied. First, a quasi-static contact force optimization algorithm, which calculates the actuation needed to achieve a desired contact force at an instantaneous tissue surface configuration is introduced. This algorithm is then generalized using a least-squares formulation to optimize the contact stability and safety over a prediction horizon for a given estimated heart motion trajectory. Four contact force control schemes are proposed based on these algorithms. The first proposed force control scheme employs instantaneous heart position feedback. The second control scheme applies a constant actuation level using a quasi-periodic heart motion prediction. The third and the last contact force control schemes employ a generalized adaptive filter-based heart motion prediction, where the former uses the predicted instantaneous position feedback, and the latter is a receding horizon controller. The performance of the proposed control schemes is compared and evaluated in a simulation environment.

摘要

接触力质量是基于导管的心房颤动消融手术中安全有效地形成损伤的最关键因素之一。本文研究了一种新型磁共振成像(MRI)驱动的机器人心脏消融导管在受到表面运动干扰时的接触稳定性和接触安全性。首先,引入了一种准静态接触力优化算法,该算法计算在瞬时组织表面构型下实现所需接触力所需的驱动。然后使用最小二乘公式对该算法进行推广,以在给定估计心脏运动轨迹的预测范围内优化接触稳定性和安全性。基于这些算法提出了四种接触力控制方案。提出的第一种力控制方案采用瞬时心脏位置反馈。第二种控制方案使用准周期心脏运动预测应用恒定驱动水平。第三种和最后一种接触力控制方案采用基于广义自适应滤波器的心脏运动预测,前者使用预测的瞬时位置反馈,后者是滚动时域控制器。在模拟环境中对所提出控制方案的性能进行了比较和评估。

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本文引用的文献

1
Contact Stability Analysis of Magnetically-Actuated Robotic Catheter Under Surface Motion.
IEEE Int Conf Robot Autom. 2020 May-Aug;2020:4455-4462. doi: 10.1109/icra40945.2020.9196951. Epub 2020 Sep 15.
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