• DocumentCode
    2468742
  • Title

    Automation of an extracorporeal support system with adaptive fuzzy controllers

  • Author

    Mendoza, G. A. ; Sprunk, Nicole ; Baumgartner, Bernd ; Schreiber, Ulrich ; Bauernschmitt, S. Eichhorn R. ; Lange, Rodrigo ; Krane, Matthew ; Knoll, Aaron

  • Author_Institution
    Robotics and Embedded Systems, Faculty of Informatics, Technische Universität München, 85748 Garching, Germany
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    1033
  • Lastpage
    1036
  • Abstract
    For patients suffering from cardiogenic shock cardiopulmonary resuscitation may not be sufficient to restore normal heart function. However, their chances of survival may be increased with the use of an extracorporeal support system. With this system the patient´s organs are perfused while being transported to the nearest hospital for proper treatment. In the automation of an extracorporeal support system the patient´s vital signals are constantly monitored and proper adjustments are performed to improve organ perfusion. In this paper, an adaptive fuzzy controller is proposed that uses the knowledge and expertise of a perfusionist as a starting point and reference for regulation. Furthermore it is able to adapt to the patient´s specific reactions by manipulating the rule base of the fuzzy controller. The performance of the adaptive fuzzy controller is tested with a simulation model of the cardiovascular system.
  • Keywords
    Adaptation models; Automation; Blood; Cardiac arrest; Heart; Hospitals; ISDN; Algorithms; Computer Simulation; Extracorporeal Circulation; Feedback, Physiological; Fuzzy Logic; Humans; Models, Cardiovascular; Shock, Cardiogenic; Therapy, Computer-Assisted; Treatment Outcome;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090240
  • Filename
    6090240