Wavelet based 2-D ECG compression by implementing of SPIHT algorithm and RL coding

被引:4
|
作者
Nayebi, Somayeh [1 ]
Miranbeigi, Mohammad Hossein [1 ]
Nasrabadi, Ali Motie
机构
[1] Tarbiat Modares Univ, Dept Biomed Engn, Tehran, Iran
关键词
D O I
10.1109/ICALIP.2008.4590242
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A two dimensional (2-D) wavelet based electrocardiogram (ECG) data compression method is presented which employs a set partitioning in hierarchical trees (SPIHT) and Run Length (RL) coding. The proposed 2-D approach utilizes the fact that ECG signal generally show redundancy between adjacent beats and between adjacent samples. Meanwhile a set of wavelet functions for implementation in 2-D ECG array was examined. Eight different wavelets are evaluated for their ability to compress ECG. Results show that RL coding increases the compression ratio in the same error. Moreover Biorthogonal-6.8 is clearly the best performer in the statistical measure among the eight different evaluated wavelets.
引用
收藏
页码:1349 / 1353
页数:5
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