Wavelet packet-based compression of single lead ECG

被引：82
|
作者：
Bradie, B
机构：
[1] Department of Mathematics, Christopher Newport University, Newport News
来源：
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING | 1996年 / 43卷 / 05期
关键词：
D O I：
10.1109/10.488797
中图分类号：
R318 [生物医学工程];
学科分类号：
0831 ;
摘要：
A preliminary investigation of a wavelet packet based algorithm for the compression of single lead ECG is presented, The algorithm combines the efficiency and flexibility of wavelet packet expansions,vith the methodology of the Karhunen-Loeve transform (KLT), For selected records from the MIT-BIH arrhythmia database, an average data rate of 184.7 bits per second, corresponding to a compression ratio of 21.4: 1, is achieved, When compared with the KLT applied to the same data, the wavelet packet algorithm generates significantly lower data rates with less than one-third the computational effort.
引用
收藏
页码：493 / 501
页数：9
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