Robust projective filtering of time-warped ECG beats

被引:16
|
作者
Kotas, M. [1 ]
机构
[1] Silesian Tech Univ, Inst Elect, PL-44100 Gliwice, Poland
关键词
Robust principal component analysis; Projective filtering; Dynamic time warping; ECG processing;
D O I
10.1016/j.cmpb.2008.06.007
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper a new version, more immune to noise, of the nonlinear projective filtering is presented. The method employs an algorithm of robust principal component analysis to signal subspaces construction and as a result it achieves high performance in real electromyographic noise environment. Two aspects of the method's action are investigated: its ability to suppress noise and its influence on the precision of the QT interval measurement. Then the method. influence on evaluation of the beat-to-beat variability of the repolarization. duration is presented. A comparison to the previous versions of the nonlinear projective filtering and to the classical linear one is carried out. (C) 2008 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:161 / 172
页数:12
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