Fetal ECG extraction with nonlinear state-space projections

被引:98
作者
Richter, M
Schreiber, T
Kaplan, DT
机构
[1] Max Planck Inst Phys Komplexer Syst, D-01187 Dresden, Germany
[2] Univ Wuppertal, Dept Phys, D-42097 Wuppertal, Germany
[3] Macalester Coll, Dept Math & Comp Sci, St Paul, MN 55105 USA
关键词
fetal electrocardiography; nonlinear time-series analysis; phase space filtering;
D O I
10.1109/10.650369
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We describe a method to suppress maternal and noise contaminations in single-lead fetal ECG recordings. A nonlinear state space projection technique originally developed for noise reduction in deterministically chaotic signals is used. The method is successfully applied to recordings with fetal components and noise of comparable amplitude.
引用
收藏
页码:133 / 137
页数:5
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