基于核磁共振预测控制的铁磁微型机器人血管内导航

K. Belharet, D. Folio, Antoine Ferreira
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引用次数: 47

摘要

本文介绍了一种用于血管内导航的铁磁微胶囊的实时核磁共振控制。研究这一概念是为了将来开发微设备,设计用于通过人类心血管系统可进入的偏远地区进行微创干预。提出了一个系统软件架构,说明了允许在血管中导航微设备的不同软件模块,即:(i)血管路径规划器,(ii)磁梯度转向,(iii)跟踪和(iv)闭环导航控制。首先,利用弗朗基血管度滤波从术前图像中提取微型机器人进入血管的位置识别信息;然后,利用FMM预先定义一组最小轨迹,引导微型机器人通过无序血管网络从注射点到达肿瘤区域;在预先计算路径的基础上,提出了一种用于脉动流存在下二维路径鲁棒时复用导航的GPC算法。仿真结果验证了所提出的图像处理和控制算法的有效性。在存在和不存在闭环控制时引入的一系列扰动验证了该预测控制系统的鲁棒性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Endovascular navigation of a ferromagnetic microrobot using MRI-based predictive control
This paper presents real-time MRI-based control of a ferromagnetic microcapsule for endovascular navigation. The concept was studied for future development of microdevices designed to perform minimally invasive interventions in remote sites accessible through the human cardiovascular system. A system software architecture is presented illustrating the different software modules to allow navigation of a microdevice in blood vessels, namely: (i) vessel path planner, (ii) magnetic gradient steering, (iii) tracking and (iv) closed-loop navigation control. First, the position recognition of the microrobot into the blood vessel is extracted using Frangi vesselness filtering from the pre-operation images. Then, a set of minimal trajectory is predefined, using FMM, to guide the microrobot from the injection point to the tumor area through the anarchic vessel network. Based on the pre-computed path, a GPC is proposed for robust time-multiplexed navigation along a 2D path in presence of pulsative flow. The simulation results suggest the validation of the proposed image processing and control algorithms. A series of disturbances introduced in the presence and absence of closed-loop control affirms the robustness and effectiveness of this predictive control system.
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