Acoustic Imaging in Four-layer Medium by Iterative Bayesian Focusing Algorithm

Qixin Guo, Liang Yu, Rui Wang, Ran Wang, Weikang Jiang, Wancheng Ge
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Abstract

A layered medium is studied in this paper. The considered layered medium is divided into four layers in the vertical direction according to the variation of the sound speed, which is a constant or changes linearly in each layer. The sound speed does not change (or changes slowly) in the horizontal direction. The wave equation has no analytical solution owing to the irregular variation of the sound speed. In the forward model, the spectral element method is used for numerical simulations to get the numerical solution of the wave equation, which is implemented by performing a full-wave simulation in the time domain. The iterative Bayesian focusing algorithm is applied to implement acoustic imaging in the inverse problem. Finally, a numerical simulation is designed to validate the four-layer model and the acoustic imaging algorithm. The simulation results demonstrate that the iterative Bayesian focusing algorithm has accurate localization effects and reconstruction results in the four-layer model and its comparison with the conventional beamforming algorithm.
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基于迭代贝叶斯聚焦算法的四层介质声成像
本文研究了一种层状介质。所考虑的层状介质根据声速的变化在垂直方向上分为四层,声速在每一层中为常数或线性变化。声速在水平方向上不改变(或缓慢改变)。由于声速的不规则变化,波动方程无解析解。在正演模型中,采用谱元法进行数值模拟,得到波动方程的数值解,并在时域上进行全波模拟。应用迭代贝叶斯聚焦算法实现反问题声成像。最后,设计了一个数值模拟来验证四层模型和声成像算法。仿真结果表明,迭代贝叶斯聚焦算法在四层模型中具有准确的定位效果和重建结果,并与传统波束形成算法进行了比较。
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