Phase space embedding of electrocardiograms

被引:38
作者
Richter, M [1 ]
Schreiber, T [1 ]
机构
[1] Berg Univ Gesamthsch Wuppertal, Dept Phys, D-42097 Wuppertal, Germany
来源
PHYSICAL REVIEW E | 1998年 / 58卷 / 05期
关键词
D O I
10.1103/PhysRevE.58.6392
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We study properties of the human electrocardiogram under the working hypothesis that fluctuations beyond the regular structure of single cardiac cycles an unpredictable. Against this background we discuss the possibility of using the phase space embedding method for this kind of signal. In particular, the specific nature of the stochastic or high-dimensional component allows us to use phase space embeddings for certain signal processing tasks. As practical applications, we discuss noise filtering, fetal ECG extraction, and the automatic detection of clinically relevant features. The main purpose of the paper is to connect results of embedding theory that have not been previously applied in practice, and practical applications that have not yet been justified theoretically. [S1063-651X(98)10911-X].
引用
收藏
页码:6392 / 6398
页数:7
相关论文
共 21 条
[1]  
[Anonymous], NONLINEAR MODELING F
[2]  
[Anonymous], 1993, CHAOS DYNAMICAL SYST
[3]  
*BIOM ENG CTR, 1991, MIT BETH ISR HOSP PO
[4]  
Goldberger A., 2018, Goldberger's Clinical Electrocardiography
[5]  
Grassberger Peter, 1993, Chaos, V3, P127, DOI 10.1063/1.165979
[6]  
HOFFMEISTER JF, 1994, BIOMED INSTRUM TECHN, P391
[7]  
Kantz H, 1997, Nonlinear Time Series Analysis
[8]  
Kaplan Daniel, 1995, Understanding Nonlinear Dynamics
[9]   NOISE-REDUCTION IN CHAOTIC TIME-SERIES DATA - A SURVEY OF COMMON METHODS [J].
KOSTELICH, EJ ;
SCHREIBER, T .
PHYSICAL REVIEW E, 1993, 48 (03) :1752-1763
[10]   Fetal ECG extraction with nonlinear state-space projections [J].
Richter, M ;
Schreiber, T ;
Kaplan, DT .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1998, 45 (01) :133-137