Measuring of oxygen saturation using pulse oximeter based on fuzzy logic

dc.authorid0000-0003-4240-4348
dc.authorid0000-0003-1840-9958
dc.contributor.authorAteş, Gözde
dc.contributor.authorPolat, Kemal
dc.date.accessioned2021-06-23T18:56:18Z
dc.date.available2021-06-23T18:56:18Z
dc.date.issued2012
dc.departmentBAİBÜ, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.descriptionIEEE;IEEE Instrumentation and Measurement Society (I and M)en_US
dc.description2012 IEEE Symposium on Medical Measurements and Applications, MeMeA 2012 -- 18 May 2012 through 19 May 2012 -- Budapest -- 91247en_US
dc.description.abstractThe pulse oximeter is the most used device due to be a noninvasive method in measuring the oxygen level in blood. In the pulse oximeter, red and IR (Infrared) LEDs (light emitting diode) sent signals to the photodiode. An equation or relationship between the ratio (R) of signals (red and IR) received by photodiode with the oxygen saturation value (SpO 2) needs to model the value of blood oxygen saturation. Normally, the calibration curve needs to create this equation. A calibration device is necessary to obtain this calibration curve. Since this device is very expensive, absorbation coefficients obtained from healthy individuals have been used both to create this curve and to decrease the cost of pulse oximeter. In this study, firstly, R (ratio) value is calculated according to absorption rates of signals, which are sent by red and IR LEDs in finger mounted oxygen saturation sensor. The obtained R value has been used as the input to fuzzy logic then SpO 2 value has been calculated. Also, a linear relationship between SpO 2 and R values has been created with absorption coefficients using linear regression method and compared with SpO 2 values calculated by fuzzy logic method. The results show that the SpO 2 values, which are calculated by fuzzy logic, are more reliable and healthy.en_US
dc.description.urihttps://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6226620
dc.identifier.doi10.1109/MeMeA.2012.6226620
dc.identifier.endpage56en_US
dc.identifier.isbn9781467308816
dc.identifier.scopus2-s2.0-84864204847en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage51en_US
dc.identifier.urihttps://doi.org/10.1109/MeMeA.2012.6226620
dc.identifier.urihttps://hdl.handle.net/20.500.12491/4974
dc.indekslendigikaynakScopusen_US
dc.institutionauthorAteş, Gözde
dc.institutionauthorPolat, Kemal
dc.language.isoenen_US
dc.relation.ispartof2012 IEEE Symposium on Medical Measurements and Applications, Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy Logicen_US
dc.subjectOxygen Saturationen_US
dc.subjectPulse Oximeter Deviceen_US
dc.subjectSpO2 Sensoren_US
dc.titleMeasuring of oxygen saturation using pulse oximeter based on fuzzy logicen_US
dc.typeConference Objecten_US

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