Title :
ECG heart beat detection via Mathematical Morphology and Quadratic Spline wavelet transform
Author :
Ieong, Chio-In ; Vai, Mang-I ; Mak, Peng-Un ; Mak, Pui-In
Author_Institution :
Dept. of Electr. & Electron. Eng., Univ. of Macau, Macau, China
Abstract :
Presented is a novel ECG heart beat detection algorithm combining Mathematical Morphology operations and Quadratic Spline wavelet transform for hard-wired realization. Experimentally demonstrated in FPGA under the MIT/BIH Arrhythmia database, the algorithm shows 98.16% sensitivity, 99.7% predictivity and 97.29% overall accuracy.
Keywords :
cardiology; diseases; electrocardiography; field programmable gate arrays; filtering theory; mathematical morphology; medical signal processing; splines (mathematics); wavelet transforms; ECG heart beat detection; FPGA; arrhythmia database; mathematical morphology; quadratic spline wavelet transform algorithm; signal filtering; Databases; Electrocardiography; Morphology; Noise; Spline; Wavelet transforms;
Conference_Titel :
Consumer Electronics (ICCE), 2011 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-8711-0
DOI :
10.1109/ICCE.2011.5722767
