Title :
Optional Quality Control of ECG Data Compression Algorithm
Author :
Qiao, Xiaoyan ; Zhao, Yuan ; Wu, Honglei
Author_Institution :
Coll. of Phys. & Electron. Eng., Shanxi Univ., Taiyuan, China
Abstract :
The paper proposes an efficient ECG signal compression algorithm with high fidelity. It encodes the data with jpeg2000 algorithm and improve on partial data loss when the signal data are transformed to 2-dimension. The algorithm contains: QRS detection, signal pre-estimate and classification, 2-dimension conversion, signal compression encoding, signal rebuilding and algorithm evaluation. Compare with universal evaluation criterion of ECG algorithm items, its performance is better than others and keep most information for diagnosis.
Keywords :
data compression; electrocardiography; medical signal processing; quality control; 2-dimension conversion; ECG data compression algorithm; QRS detection; algorithm evaluation; jpeg2000 algorithm; optional quality control; signal classification; signal compression encoding; signal pre-estimate; signal rebuilding; Algorithm design and analysis; Compression algorithms; Electrocardiography; Image coding; Prediction algorithms; Signal processing algorithms; Transform coding;
Conference_Titel :
Bioinformatics and Biomedical Engineering, (iCBBE) 2011 5th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5088-6
DOI :
10.1109/icbbe.2011.5780476