Wavelet-based low-delay ECG compression algorithm for continuous ECG transmission

被引:51
作者
Kim, BS [1 ]
Yoo, SK
Lee, MH
机构
[1] Yonsei Univ, Grad Sch Biomed Engn, Seoul, South Korea
[2] Yonsei Univ, Coll Med, Ctr Emergency Med Informat, Human Identificat Res Ctr,Dept Med Engn, Seoul 120749, South Korea
[3] Yonsei Univ, Coll Med, Dept Internal Med, Seoul 120749, South Korea
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2006年 / 10卷 / 01期
关键词
adaptive frame size adjustment; continuous transmission; flexible bit allocation; wavelet electrocardiogram (ECG) compression; wavelet partitioning;
D O I
10.1109/TITB.2005.856854
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The delay performance of compression algorithms is particularly important when time-critical data transmission is required. In this paper, we propose a wavelet-based electrocardiogram (ECG) compression algorithm with a low delay property for instantaneous, continuous ECG transmission suitable for telecardiology applications over a wireless network. The proposed algorithm reduces the frame size as much as possible to achieve a low delay, while maintaining reconstructed signal quality. To attain both low delay and high quality, it employs waveform partitioning, adaptive frame size adjustment, wavelet compression, flexible bit allocation, and header compression. The performances of the proposed algorithm in terms of reconstructed signal quality, processing delay, and error resilience were evaluated using the Massachusetts Institute of Technology University and Beth Israel Hospital (MIT-BIH) and Creighton University Ventricular Tachyarrhythmia. (CU) databases and a code division multiple access-based simulation model with mobile channel noise.
引用
收藏
页码:77 / 83
页数:7
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