ECG COMPONENT DELINEATION BY PRONY METHOD

被引:8
作者
NIRANJAN, UC [1 ]
MURTHY, ISN [1 ]
机构
[1] INDIAN INST SCI,DEPT ELECT ENGN,BANGALORE 560012,KARNATAKA,INDIA
关键词
ELECTROCARDIOGRAM; COMPONENT DELINEATION; DAMPED COSINUSOID; DATA COMPRESSION; ARTIFACTS AND TRANSPUTER;
D O I
10.1016/0165-1684(93)90065-I
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A simple, non-iterative method for component wave delineation from the electrocardiogram (ECG) is derived by modelling its discrete cosine transform (DCT) as a sum of damped cosinusoids. Amplitude, phase, damping factor and frequency parameters of each of the cosinusoids are estimated by the extended Prony method. Different component waves are represented by non-overlapping clusters of model poles in the z plane and thus a component wave is derived by the addition of the inverse transformed (IDCT) impulse responses of the poles in the cluster. Akaike's information criterion (AIC) is used to determine the model order. The method performed satisfactorily even in the presence of artifacts. The efficacy of the method is illustrated by analysis of continuous strips of ECG data.
引用
收藏
页码:191 / 202
页数:12
相关论文
共 7 条
[1]  
Abenstein, Tompkins, A new data reduction algorithm for real-time ECG analysis, IEEE Trans. BME, 29, pp. 43-48, (1982)
[2]  
Ahmed, Rao, Orthogonal Transforms for Digital Signal Processing, pp. 153-179, (1975)
[3]  
Hegenweld, Van Bemmel, Computer detection of P-waves, Comput. Biomed. Res., 9, pp. 125-132, (1976)
[4]  
Lightenberg, Kunt, A robust digital QRS detection algorithm for arrhythmia monitoring, Comput. Biomed. Res., 16, pp. 273-286, (1983)
[5]  
Marple, Digital Spectral Analysis, pp. 303-378, (1987)
[6]  
Murthy, Rangaraj, Udupa, Goyal, Homomorphic analysis and modelling of ECG signals, IEEE Trans. BME, 26, pp. 330-344, (1979)
[7]  
Pahlm, Sornmo, Software QRS detection in ambulatory monitoring — A review, Medical & Biological Engineering & Computing, pp. 289-297, (1984)