IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2002 · 31 citations · 29 references
EngineeringBioengineeringBiomedical EngineeringBiomedical Signal ProcessingPhysiological Systems ModelingSensorsBlood Pressure ControlBlood Pressure ManagementBlood Pressure RegulationCardiovascular MonitoringHemodynamicsHemodynamics ModelingBlood Pressure EstimationBlood Pressure MeasurementBlood Pressure MonitoringContinuous Blood Pressure MonitoringMean Arterial Pressure EstimationMeasurement System DesignNoninvasive Blood Pressure MeasurementPressure - Volume Relationship
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.
29
Essentials of fuzzy modeling and control
Witold Pedrycz · Control Engineering Practice · 1995 · 1.1K citations
Characterization of the oscillometric method for measuring indirect blood pressure
L. A. Geddes, M. Voelz, C. Andrew Combs et al. · Annals of Biomedical Engineering · 1982 · 342 citations
Engineering, Cardiology, Physiology +12