ESTIMATION OF PULSES IN ULTRASOUND B-SCAN IMAGES

被引:23
作者
JENSEN, JA
机构
[1] Electronics Institute, Technical University of Denmark, Lyngby
关键词
Computer Simulation - Mathematical Techniques - Convergence of Numerical Methods - Signal Filtering and Prediction - Ultrasonics;
D O I
10.1109/42.79474
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
It is shown, based on an expression for the received pressure field in pulsed medical ultrasound systems, that a common one-dimensional pulse can be estimated from individual A-lines. An ARMA model is suggested for the pulse, and an estimator based on the prediction error method is derived. The estimator is used on a segment of an A-line assuming that the pulse does not change significantly inside the segment. Several examples of use of the estimator on synthetic data and data from a tissue phantom and in vitro data measured from a calf's liver are given. They show that a pulse can be estimated, even at moderate signal-to-noise ratios.
引用
收藏
页码:164 / 172
页数:9
相关论文
共 17 条
[1]   UNIQUENESS OF MAXIMUM LIKELIHOOD ESTIMATES OF PARAMETERS OF AN ARMA MODEL [J].
ASTROM, KJ ;
SODERSTR.T .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :769-773
[2]   ULTRASONIC B-SCAN IMAGING - THEORY OF IMAGE-FORMATION AND A TECHNIQUE FOR RESTORATION [J].
FATEMI, M ;
KAK, AC .
ULTRASONIC IMAGING, 1980, 2 (01) :1-47
[3]   A MODEL FOR THE PROPAGATION AND SCATTERING OF ULTRASOUND IN TISSUE [J].
JENSEN, JA .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1991, 89 (01) :182-190
[4]  
JENSEN JA, 1988, THESIS TECH U DENMAR
[5]  
JENSEN JA, 1989, HIGH PRECISION TRANS
[6]  
KUC R, 1985, ULTRASONIC IMAGING, V7, P244, DOI 10.1016/0161-7346(85)90004-5
[7]   CONVERGENCE ANALYSIS OF PARAMETRIC IDENTIFICATION METHODS [J].
LJUNG, L .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1978, 23 (05) :770-783
[8]  
Ljung L., 1987, SYSTEM IDENTIFICATIO
[9]  
Ljung L., 1983, THEORY PRACTICE RECU
[10]  
Oppenheim Alan V, 1975, DIGIT SIGNAL PROCESS