DocumentCode :
3471859
Title :
Fuzzy pulse qualifier
Author :
Colak, S. ; Isik, C.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., NY, USA
Volume :
2
fYear :
2004
fDate :
27-30 June 2004
Firstpage :
850
Abstract :
The evaluation of sensory data in biomedical applications is the key to decision-making in diagnosing diseases, device control, and signal processing algorithms. One such process is the pulse evaluation, where descriptive features of a pulse, such as shape, height, and width can be used for analysis. In this paper, we develop a pulse qualifier based on fuzzy concepts. This pulse qualifier is specifically designed to serve multifunctional properties for the oscillometry, where pulse identification, elimination and evaluation can be very important. Quality assessment may be critical in both real-time for instance for the execution of a device, control algorithm etc., and for offline algorithms, for example classification of systolic, mean and diastolic blood pressure profiles. A large real pulse database is used to develop and test the pulse qualifier.
Keywords :
fuzzy logic; fuzzy set theory; medical signal processing; very large databases; biomedical applications; biosignal processing; fuzzy concepts; fuzzy pulse qualifier; large real pulse database; offline algorithms; oscillometry; pulse evaluation; quality assessment; sensory data evaluation; Classification algorithms; Decision making; Diseases; Pressure control; Process control; Pulse shaping methods; Quality assessment; Shape; Signal processing algorithms; Space vector pulse width modulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Information, 2004. Processing NAFIPS '04. IEEE Annual Meeting of the
Print_ISBN :
0-7803-8376-1
Type :
conf
DOI :
10.1109/NAFIPS.2004.1337413
Filename :
1337413
Link To Document :
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