• DocumentCode
    3321983
  • 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
  • fYear
    2010
  • fDate
    18-22 Oct. 2010
  • Firstpage
    2804
  • Lastpage
    2809
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2010 IEEE/RSJ International Conference on
  • Conference_Location
    Taipei
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-4244-6674-0
  • Type

    conf

  • DOI
    10.1109/IROS.2010.5650803
  • Filename
    5650803