2008 Second Asia International Conference on Modelling & Simulation Type-2 Fuzzy System Based Blood Pressure Parameters Estimation May 13-May 15 ISBN: 978-0-7695-3136-6
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/AMS.2008.132
Blood pressure parameters (BPPs); Systolic, Diastolic and Mean Blood Pressures, have high correlation relationship with heart rate( HR), but this relationship is nonlinear, multimode, and ambiguity. Type-2 Fuzzy system has capability to deal with high uncertainty problems and is utilized to deal with BPPs and HR relationship.This paper presents an Interval Type-2 Fuzzy System to estimate Systolic, Diastolic and Mean blood pressures; based on the relationship between systolic, diastolic and mean blood pressures and heart rate. The estimated systolic, diastolic and mean blood pressures’ values are compared with real reading of systolic, diastolic and mean blood pressure. Very encouraging results have achieved; the absolute value of mean of difference between real systolic, diastolic and mean blood pressures and estimated values are less than 5 mmHg.
Index Terms:
Type-2 Fuzzy System, Blood Pressure, Heart rate, photo-plethysmography
Citation:
Moha'med O. Al-Jaafreh, Adel A. Al-Jumaily, "Type-2 Fuzzy System Based Blood Pressure Parameters Estimation," ams, pp.953-958, 2008 Second Asia International Conference on Modelling & Simulation, 2008 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||