Title :
Endovascular navigation of a ferromagnetic microrobot using MRI-based predictive control
Author :
Belharet, Karim ; Folio, David ; Ferreira, Antoine
Author_Institution :
Inst. PRISME EA 4229, ENSI de Bourges, Bourges, France
Abstract :
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.
Keywords :
biomedical MRI; blood vessels; cardiovascular system; closed loop systems; ferromagnetism; medical image processing; medical robotics; microrobots; path planning; pose estimation; predictive control; pulsatile flow; telerobotics; tumours; Frangi vesselness filtering; GPC; MRI-based predictive control; anarchic vessel network; blood vessel; closed-loop navigation control; endovascular navigation; ferromagnetic microcapsule; ferromagnetic microrobot; human cardiovascular system; image processing; magnetic gradient steering; magnetic resonance imaging; microdevice; position recognition; preoperation image; pulsative flow; remote site; software architecture; time-multiplexed navigation; tumor; vessel path planner;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6674-0
DOI :
10.1109/IROS.2010.5650803