Application of vectorcardiography and recurrence-based methods to analysis of ECG signals

被引:5
作者
Iwaniec, Joanna [1 ]
Iwaniec, Marek [2 ]
Kalukiewicz, Antoni [3 ]
机构
[1] AGH Univ Sci & Technol, Fac Mech Engn & Robot, Dept Robot & Mechatron, Mickiewicz Alley 30, PL-30059 Krakow, Poland
[2] AGH Univ Sci & Technol, Fac Mech Engn & Robot, Dept Proc Control, Mickiewicz Alley 30, PL-30059 Krakow, Poland
[3] AGH Univ Sci & Technol, Fac Mech Engn & Robot, Dept Min Dressing & Transport Machines, Mickiewicz Alley 30, PL-30059 Krakow, Poland
来源
INTERNATIONAL CONFERENCE ON STRUCTURAL NONLINEAR DYNAMICS AND DIAGNOSIS (CSNDD 2018) | 2018年 / 241卷
关键词
QUANTIFICATION; PLOTS;
D O I
10.1051/matecconf/201824101015
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The paper concerns application of vectorcardiography and recurrence-based methods to analyze ECG signals. The first method involves recording the direction and magnitude of electrical forces of the heart by means of a continuous series of vectors that form a curving line around a center, while the second consists in representing the ECG signals in the phase space and searching for the recurrence properties of the registered signals. In both methods, change of analysis domain offers new opportunities for early diagnosis. In this work, discussed methods have been used for the purposes of analysis of selected ECG signals stored in the medical database. Vectorcardiograms were determined on the basis of ECG signals for the Farnk's leads. Signal analysis was carried out with the application of the recurrence plots (RP) method. The proposed approach simplifies assessment of the signal information content by providing patterns characteristic for different myocardial injury. Carried out research requires complementation by results of statistical analysis for various age groups and degrees of myocardial injury.
引用
收藏
页数:4
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