Title :
PPG delineator for real-time ubiquitous applications
Author :
Farooq, Umar ; Jang, Dae-Geun ; Park, Jang-Ho ; Park, Seung-Hun
Author_Institution :
Dept. of Biomed. Eng., Kyung Hee Univ., Yongin, South Korea
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
This paper presents real-time signal processing algorithm for detection of onsets and peaks in Photoplethysmogram (PPG) waveform. Algorithm relies on the analysis of amplitude, slope and inter-beat intervals. The presented algorithm consists of four stages for characterizing PPG waveform. Preprocessing stage involves transformation of PPG since the original waveform is less impulsive and robust. In second stage, algorithm seeks for valid pulse detection in transformed signal complying with the amplitude threshold and inter-beat interval. On detection of valid pulses, algorithm then searches backward and forward in transformed signal for the detection of peaks and onsets. Further the detection parameters are made adaptive to comply with varying beat morphologies and fluctuations in baseline. All signal processing steps and decision logics are implemented with low computational complexity to make it applicable for compact ubiquitous health monitoring devices. On evaluation with our database, the algorithm achieved sensitivity of 96.89% and positive predictivity of 94.55% within an acceptance level of 12 ms.
Keywords :
computational complexity; medical signal processing; plethysmography; waveform analysis; PPG delineator; amplitude threshold; beat morphologies; computational complexity; inter-beat interval; photoplethysmogram waveform; real-time ubiquitous applications; signal processing algorithm; Algorithm design and analysis; Classification algorithms; Performance evaluation; Prediction algorithms; Robustness; Signal processing algorithms; Software algorithms; Adult; Algorithms; Blood Volume Determination; Cardiovascular Diseases; Computer Systems; Diagnosis, Computer-Assisted; Female; Heart Rate; Humans; Male; Middle Aged; Photoplethysmography; Reproducibility of Results; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626023