Improved estimation of low velocities in color Doppler imaging by adapting the mean frequency estimator to the clutter rejection filter

被引:9
作者
Herment, A [1 ]
Demoment, G [1 ]
Dumee, P [1 ]
机构
[1] UPS,ESE,CNRS,F-91192 GIF SUR YVETTE,FRANCE
关键词
Manuscript received February 24; 1995; revised April 4; 1996. This work was supported in part by the Fondation pour la Recherche Mtdicale. Asrerisk indicutes corresponding author. A. Herment is with the National Institute for Health and Medical Research (INSERM U-66); CHU Pitit; 91 Bldg. de I’HCpital; 75013; Paris; France (e-inai l : herment @ imed.j u s sieu; f r); G. Demoment is with L2S (CNRS/ESE/UPS); Gif sur Yvette 91 192 France. P. Dum& is with the National Institute for Health and Medical Research (TNSERM U-66); CHU PitiC 75013 Paris; France. Publisher Item Identifier S 001 8-9294(96)06108-3;
D O I
10.1109/10.532126
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An adaptive mean frequency estimator is proposed for color how imaging, It is based on a series expansion of the first derivative of the autocorrelation function of the Doppler signal at origin, Its bias can be reduced by shifting the integration bounds in the series expansion and its variance adjusted by adapting the coefficients of the serial development, This estimator can be fitted to the specific characteristics of the clutter rejection filter using the signal-to-noise ratio (SNR) of the Doppler signal as an adaptive parameter, Its performance is compared to that of the usual correlation angle estimator, and its thresholded version, as well as that of the general mean frequency estimator, using a model of Doppler signal, The detection of low frequencies was significantly improved, The mean square error (MSE) was reduced an average 15 fold over a 25-dB range on the SNR, compared to the correlation angle estimator (CAE) or the general mean frequency estimator, A two-fold reduction in the MSE was obtained compared to the thresholded correlation angle estimator.
引用
收藏
页码:919 / 927
页数:9
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