DocumentCode
3108906
Title
Detecting ECG Validity Based on Wavelet
Author
Tian, Jie ; Zhao, Jie ; Li, Qun ; Xu, Fang-zhou ; Zhao, Yan-na ; Wang, Yue
Author_Institution
Dept. of Phys. & Electron., Shandong Normal Univ., Jinan, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
4
Abstract
Cardiogram recordings include numerous noncardiac containments, which overlap with the cardiac components in the frequency domain. Despite the rich literature in ECG denoising field, there are still noise left in the ECG. Useful information can not be extracted from such ECG. Therefore, the detection ECG validity algorithm was proposed based on wavelet transform. First, signals were preprocessed by suppressing the noise such as baseline wander, power-line and harmonic interferences and electromyogram(EMG). Then, they were calculated by this method with 4 s slipping windows. In this way, accuracy and efficiency are improved greatly for the subsequent processing such as ventricular fibrillation (VF) detection. The algorithm is successfully evaluated on the complete MIT-BIH Arrhythmia Database, some data from CU Database and the MIT-BIH Noise Stress Test Database. Results show that the algorithm has a high quality and is easily implemented. It may serve in the real-time remote health monitor system.
Keywords
electrocardiography; medical information systems; medical signal detection; medical signal processing; telemedicine; ECG validity algorithm; MIT-BIH Arrhythmia Database; MIT-BIH Noise Stress Test Database; baseline wander; electromyogram; harmonic interference; power-line interference; real-time remote health monitor system; slipping windows; subsequent processing; ventricular fibrillation detection; wavelet transform; Cardiology; Data mining; Databases; Electrocardiography; Fibrillation; Frequency domain analysis; Interference suppression; Noise reduction; Power system harmonics; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5515876
Filename
5515876
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