心脏表面运动下磁共振成像引导机器人导管的接触稳定性和接触安全性。

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS
Ran Hao, E Erdem Tuna, M Cenk Çavuşoğlu
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引用次数: 2

摘要

在导管心房颤动消融过程中,接触力质量是安全有效地形成病变的最关键因素之一。本文研究了一种新型磁共振成像(MRI)驱动机器人心脏消融导管在表面运动扰动下的接触稳定性和接触安全性。首先,介绍了一种准静态接触力优化算法,该算法计算了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,以优化给定估计的心脏运动轨迹在预测范围内的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。第一种力控制方案采用瞬时心脏位置反馈。第二种控制方案采用准周期心脏运动预测的恒定驱动水平。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,其中前者使用预测的瞬时位置反馈,后者是后退水平控制器。在仿真环境中对所提控制方案的性能进行了比较和评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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

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

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

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.

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来源期刊
CiteScore
3.90
自引率
11.80%
发文量
79
审稿时长
24.0 months
期刊介绍: The Journal of Dynamic Systems, Measurement, and Control publishes theoretical and applied original papers in the traditional areas implied by its name, as well as papers in interdisciplinary areas. Theoretical papers should present new theoretical developments and knowledge for controls of dynamical systems together with clear engineering motivation for the new theory. New theory or results that are only of mathematical interest without a clear engineering motivation or have a cursory relevance only are discouraged. "Application" is understood to include modeling, simulation of realistic systems, and corroboration of theory with emphasis on demonstrated practicality.
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