DocumentCode :
1938142
Title :
A High Efficient Quality Control Strategy for Wavelet-Based ECG Data Compression System
Author :
Ku, Cheng-Tung ; Hung, King-Chu ; Wang, Huan-Sheng
Author_Institution :
Dept. of Inf. Manage., Tzu Hui Inst. of Technol., Tainan
Volume :
2
fYear :
2008
fDate :
27-30 May 2008
Firstpage :
320
Lastpage :
323
Abstract :
Maintaining retrieved signal with desired quality is crucial for ECG data compression. In this paper, a high efficient quality control strategy is proposed for wavelet-based ECG data compression. The strategy is based on a modified non-linear quantization scheme that can obtain a linear distortion behavior with respective to a control variable. The linear distortion characteristic supports the design of a linear control variable prediction algorithm. By using the MIT-BIH arrhythmia database, the experimental results show that the linear control variable prediction method can effectively improve the convergence speed than the previous literatures.
Keywords :
convergence of numerical methods; data compression; electrocardiography; medical signal processing; MIT-BIH arrhythmia database; convergence speed; linear control variable prediction algorithm; linear distortion behavior; modified nonlinear quantization scheme; quality control strategy; wavelet based ECG data compression; Algorithm design and analysis; Data compression; Databases; Electrocardiography; Information retrieval; Nonlinear distortion; Prediction algorithms; Prediction methods; Quality control; Quantization; Data compression; ECG; Wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
BioMedical Engineering and Informatics, 2008. BMEI 2008. International Conference on
Conference_Location :
Sanya
Print_ISBN :
978-0-7695-3118-2
Type :
conf
DOI :
10.1109/BMEI.2008.184
Filename :
4549187
Link To Document :
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