Modeling QRS complex in dECG

被引:9
作者
Kamath, Chandrakar [1 ]
Ananthapadmanabhayuyu, T. V.
机构
[1] Manipal Inst Technol, Manipal 576104, India
[2] MS Ramaiah Sch Adv Studies, Bangalore 560054, Karnataka, India
关键词
covariance method; dECG; ECG;
D O I
10.1109/TBME.2006.883828
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
It is proposed to model the derivative of electrocardiogram (ECG) signal, which we refer to as dECG, instead of the ECG signal. It is shown that the QRS complex in the dECG signal can be represented in the frequency domain by an all-pole model of appropriate order, the coefficients of the model being determined using the covariance method of linear prediction applied over an analysis interval that includes the QRS complex and that is centered about the R-peak. Modeling of dECG, instead of ECG, gives a better spectral representation of the QRS complex.
引用
收藏
页码:156 / 158
页数:3
相关论文
共 12 条
[1]   EPOCH EXTRACTION FROM LINEAR PREDICTION RESIDUAL FOR IDENTIFICATION OF CLOSED GLOTTIS INTERVAL [J].
ANANTHAPADMANABHA, TV ;
YEGNANARAYANA, B .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1979, 27 (04) :309-319
[2]   SPEECH ANALYSIS AND SYNTHESIS BY LINEAR PREDICTION OF SPEECH WAVE [J].
ATAL, BS ;
HANAUER, SL .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1971, 50 (02) :637-+
[3]   A new QRS detection algorithm based on the Hilbert transform [J].
Benitez, DS ;
Gaydecki, PA ;
Zaidi, A ;
Fitzpatrick, AP .
COMPUTERS IN CARDIOLOGY 2000, VOL 27, 2000, 27 :379-382
[4]  
GOPINATH R, 1990, P 12 ANN INT C IEEE, V12, P805
[5]  
LAMBERTI C, 1989, P ANN INT C IEEE, V2, P767
[6]   QRS FEATURE-EXTRACTION USING LINEAR PREDICTION [J].
LIN, KP ;
CHANG, WH .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1989, 36 (10) :1050-1055
[7]   LINEAR PREDICTION - TUTORIAL REVIEW [J].
MAKHOUL, J .
PROCEEDINGS OF THE IEEE, 1975, 63 (04) :561-580
[8]  
Mukhopadhyay S., 1995, Proceedings of the First Regional Conference, IEEE Engineering in Medicine and Biology Society and 14th Conference of the Biomedical Engineering Society of India. An International Meet (Cat. No.95TH8089), pSPC7, DOI 10.1109/RCEMBS.1995.533063
[9]   ANALYSIS OF ECG FROM POLE-ZERO MODELS [J].
MURTHY, ISN ;
PRASAD, GSSD .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1992, 39 (07) :741-751
[10]  
PAHIM O, 1984, MED BIOL ENG, V22, P289