Title :
Heart beat detection using estimated regular intervals from electrocardiography and blood pressure
Author :
Jongmin Yu ; Taegyun Jeon ; Moongu Jeon
Author_Institution :
Sch. of Inf. & Commun., Gwangju Inst. of Sci. & Technol., Gwangju, South Korea
Abstract :
In this paper, we propose a robust heart beat detection method using signals representing cardiac activity directly in complex noisy environment. Proposed method extracts and matches characteristic points which provide essential information on estimating heart beats. The proposed method was applied to a data set of the CinC/Challenge 2014, and achieved a sensitivity of 99.65% and a positive predictivity of 99.64%.
Keywords :
blood pressure measurement; electrocardiography; medical signal detection; medical signal processing; signal representation; CinC-Challenge 2014; blood pressure; cardiac activity; electrocardiography; estimated regular intervals; heart beat detection; heart beat estimation; noisy environment; signal representation; Blood pressure; Electrocardiography; Estimation; Heart beat; Noise measurement; Robustness; Sensitivity; blood pressure; electrocardiogram; heart beat detection; signal estimation;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884463