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
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;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5515876