Real-Time High Frame Rate Color Flow Mapping System

被引:8
|
作者
Guidi, Francesco [1 ]
Tortoli, Piero [1 ]
机构
[1] Univ Florence, Dept Informat Engn, I-50139 Florence, Italy
基金
欧盟地平线“2020”;
关键词
IIR filters; Image color analysis; Correlation; Clutter; Low-pass filters; Array signal processing; Real-time systems; Clutter filter; color flow imaging; color flow mapping (CFM); continuous-time high-pass filter (HPF); high frame rate (HFR) imaging; plane wave (PW); real-time processing; ULA-OP; CLUTTER FILTER DESIGN; RATE ULTRASONOGRAPHY; DOPPLER ULTRASOUND;
D O I
10.1109/TUFFC.2021.3064612
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Plane wave (PW) transmission (TX) can be profitably used to improve the performance of color flow mapping (CFM) systems by increasing the autocorrelation ensemble length (EL) and/or the frame rate (FR). Although high-end scanners tend to include imaging schemes using PW TX and parallel receive beams, high frame rate (HFR) CFM has been so far experimentally implemented mostly through research platforms that transmit PWs and beamform/process the received channel data off-line. In this article, full real-time implementation of PW CFM with continuous-time clutter filtering and extended FR/EL is reported. The field-programmable gate arrays (FPGAs) and digital signal processors (DSPs) onboard the ULA-OP 256 research scanner were programmed to perform high-speed parallel beamforming and autocorrelation-based CFM processing, respectively. Different strategies were tested, in which the TX of PWs for CFM is either continuous or interleaved with the TX of packets of B-mode pulses. A fourth-order Chebyshev continuous-time high-pass filter with programmable cutoff frequency was implemented and its clutter rejection performance was positively compared with that obtained when operating on packet data. CFM FRs up to 575 were obtained. The possibility of programming the autocorrelation EL up to 64 permitted to detect flow with high sensitivity and accuracy (average relative errors down to 0.4% +/- 8.4%). In vivo HFR movies are presented, showing the dynamics of flow in the common carotid artery, which highlight the presence of secondary flow components.
引用
收藏
页码:2193 / 2201
页数:9
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