Title :
An Novel Clutter Rejection Filters Applied to Wideband Blood Flow Velocity Estimation
Author :
Wang, Xiaotao ; Shen, Yi ; Liu, Zhiyan ; Wang, Peidong
Author_Institution :
Dept. of Control Sci. & Eng., Harbin Inst. of Technol.
Abstract :
Color flow imaging plays a major role in the diagnosis of many vascular diseases, especially cardiovascular disease. The imaging quality is highly influenced by the clutter originating from the vascular wall, stationary and slowly moving tissues and relative motion between the probe held by doctor and the blood flow. The clutter rejection filter in front of the mean frequency estimator will restrict the mean frequency estimation range because the power of the signal component induced by slowly moving blood is suppressed as well. Therefore, a novel scheme, using parameter estimation methods based on the two-dimensional correlation function model (2DCM) and the conventional down mixing, is proposed to clutter rejection. With the parameter estimation methods based on the 2DCM, both the center frequency and the mean Doppler frequency are estimated. The two dimensional information in range gate has been also sufficiently used. Simulation results have shown that this adaptive scheme has achieved superior performance in wideband blood flow velocity estimation
Keywords :
biomedical ultrasonics; cardiovascular system; diseases; haemodynamics; image colour analysis; medical image processing; parameter estimation; cardiovascular disease; clutter rejection filters; color flow imaging; down mixing; mean Doppler frequency; mean frequency estimation; parameter estimation; slowly moving tissues; stationary tissues; two-dimensional correlation function model; ultrasound; vascular wall; wideband blood flow velocity estimation; Bandwidth; Blood flow; Cardiac disease; Cardiovascular diseases; Finite impulse response filter; Frequency estimation; IIR filters; Parameter estimation; Probes; Wideband;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616194