• DocumentCode
    1281448
  • Title

    Model-based synthetic fuzzy logic controller for indirect blood pressure measurement

  • Author

    Wang, Jia-Jung ; Lin, Chin-Teng ; Liu, Shing-Hong ; Wen, Zu-Chi

  • Author_Institution
    Dept. of Biomed. Eng., I-Shou Univ., Kaohsiung, Taiwan
  • Volume
    32
  • Issue
    3
  • fYear
    2002
  • fDate
    6/1/2002 12:00:00 AM
  • Firstpage
    306
  • Lastpage
    315
  • Abstract
    In this paper, a new measurement system for the noninvasive monitoring of the continuous blood pressure waveform in the radial artery is presented. The proposed system comprises a model-based fuzzy logic controller, an arterial tonometer and a micro syringe device. The flexible diaphragm tonometer registers the continuous blood pressure waveform. To obtain accurate measurement without distortion, the tonometer´s mean chamber pressure must be kept equal to the mean arterial pressure (MAP), the so-called optimal coupling condition, such that the arterial vessel has the maximum compliance. Since the MAP cannot be measured directly, to keep the optimal coupling condition becomes a tracking control problem with unknown desired trajectory. To solve this dilemma, a model-based fuzzy logic controller is designed to compensate the change of MAP by applying a counter pressure on the tonometer chamber through the micro syringe device. The proposed controller consists of a model-based predictor and a synthetic fuzzy logic controller (SFLC). The model-based predictor estimates the MAPs changing tendency based on the identified arterial pressure-volume model
  • Keywords
    biomedical equipment; blood pressure measurement; fuzzy control; patient monitoring; arterial pressure-volume model; arterial tonometer; compensation; flexible diaphragm tonometer; indirect blood pressure measurement; mean arterial pressure; micro syringe device; model-based fuzzy logic controller; model-based predictor; noninvasive monitoring; optimal coupling condition; radial artery; subcontrollers; tracking control; Arteries; Biomedical monitoring; Blood pressure; Distortion measurement; Fuzzy logic; Optimal control; Predictive models; Pressure control; Pressure measurement; Trajectory;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4419
  • Type

    jour

  • DOI
    10.1109/TSMCB.2002.999807
  • Filename
    999807