ECG data compression using cut and align beats approach and 2-D transforms

被引:96
作者
Lee, H
Buckley, KM [1 ]
机构
[1] Villanova Univ, Dept Elect & Comp Engn, Villanova, PA 19085 USA
[2] Univ Minnesota, Dept Elect Engn, Minneapolis, MN 55455 USA
关键词
beat-to-beat correlation; coding gain; cut and align; data compression; electrocardiogram (ECG; transform coding; two-dimensional discrete cosine transform (2-D DCT;
D O I
10.1109/10.759056
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A new electrocardiogram (ECG) data compression method is presented which employs a two dimensional (2-D) transform, This 2-D transform method utilizes the fact that ECG signals generally show two types of redundancies-between adjacent heartbeats and between adjacent samples, A heartbeat data sequence is cut and beat-aligned to form a 2-D data array. Any 2-D compression method can then be applied. Transform coding using the 2-D discrete cosine transform (DCT) [2-D DCT] is employed here as an example, Using selections from the MIT-BIH arrhythmia and Medtronic databases, results are presented that illustrate substantial improvement in compression ratio over one-dimensional methods for comparable percent root-mean-square difference (PRD).
引用
收藏
页码:556 / 564
页数:9
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