DocumentCode :
2712776
Title :
A robust delineation approach of electrocardiographic P waves
Author :
Singh, Yogendra Narain ; Gupta, P.
Author_Institution :
Dept. of Comput. Sci. & Eng., Inst. of Eng. & Technol., Lucknow, India
Volume :
2
fYear :
2009
fDate :
4-6 Oct. 2009
Firstpage :
846
Lastpage :
849
Abstract :
This paper presents a new delineation approach of electrocardiographic P waves. The approach works directly on the digitized ECG. It computes the time derivative of the signal and detects the features of P wave using adaptive thresholding approach that overcome from the impact of high frequency noise present in the signal. Performance of the proposed P wave delineator is evaluated on Physionet QT database, which shows the detection sensitivity to 99.5% and positive predictivity to 99.89%. Lower values of mean error and standard deviation for onset and offset of P wave fiducials are obtained to 5.18±8.1 and 4.4±6.29, where units are in ms. These delineation results are outperformed in comparison to other methods on standard database.
Keywords :
electrocardiography; medical signal processing; Physionet QT database; delineation approach; digitized ECG; electrocardiographic P waves; Adaptive signal detection; Computer science; Electrocardiography; Frequency; Heart beat; Hidden Markov models; Industrial electronics; Paper technology; Polarization; Robustness; Adaptive thresholding; Electrocardiogram (ECG) delineation; High frequency noise; P wave;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-4681-0
Electronic_ISBN :
978-1-4244-4683-4
Type :
conf
DOI :
10.1109/ISIEA.2009.5356341
Filename :
5356341
Link To Document :
بازگشت