IEEE Trans Ultrason Ferroelectr Freq Control. 2022 Feb;69(2):500-511. doi: 10.1109/TUFFC.2021.3124479. Epub 2022 Jan 27.
Our previous methodology in local sound speed estimation utilized time delays measured by the cross correlation of delayed full-synthetic aperture channel data to estimate the average speed of sound. However, focal distortions in this methodology lead to biased estimates of the average speed of sound, which, in turn, leads to biased estimates of the local speed of sound. Here, we demonstrate the bias in the previous methodology and introduce a coherence-based average sound speed estimator that eliminates this bias and is computationally much cheaper in practice. Because this coherence-based approach estimates the average sound speed in the medium over an equally spaced grid in depth rather than time, we derive a refined model that relates the local and average speeds of sound as a function of depth in layered media. A fast, closed-form inversion of this model yields highly accurate local sound speed estimates. The root-mean-square (rms) error of local sound speed reconstruction in simulations of two-layer media is 4.6 and 2.5 m/s at 4 and 8 MHz, respectively. This work examines the impact of frequency, f -number, aberration, and reverberation on sound speed estimation. Phantom and in vivo experiments in rats further validate the coherence-based sound speed estimator.
我们之前的局部声速估计方法利用延迟全合成孔径信道数据的互相关测量来估计平均声速。然而,该方法中的焦散失真会导致平均声速的估计产生偏差,进而导致局部声速的估计产生偏差。在这里,我们演示了先前方法中的偏差,并引入了一种基于相干性的平均声速估计器,该估计器消除了这种偏差,并且在实际计算中要便宜得多。由于这种基于相干性的方法是在深度上的等间隔网格中估计介质中的平均声速,而不是时间,因此我们推导出了一个改进的模型,将局部和平均声速作为分层介质中深度的函数进行关联。该模型的快速闭式反演可以得到非常准确的局部声速估计。在两层介质的模拟中,局部声速重建的均方根(rms)误差分别为 4 和 8 MHz 时的 4.6 和 2.5 m/s。这项工作研究了频率、f-数、像差和混响对声速估计的影响。在大鼠的体模和体内实验进一步验证了基于相干性的声速估计器。