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
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