A holey cavity for single-transducer 3D ultrasound imaging with physical optimization

被引:5
|
作者
Ghanbarzadeh-Dagheyan, Ashkan [1 ,4 ]
Heredia-Juesas, Juan [2 ,3 ]
Liu, Chang [2 ]
Molaei, Ali [3 ]
Martinez-Lorenzo, Jose Angel [2 ,3 ]
Vahdat, Bijan Vosoughi [4 ]
Ahmadian, Mohammad Taghi [1 ]
机构
[1] Sharif Univ Technol, Dept Mech Engn, Tehran, Iran
[2] Northeastern Univ, Dept Mech & Ind Engn, Boston, MA 02115 USA
[3] Northeastern Univ, Dept Elect Engn, Boston, MA 02115 USA
[4] Sharif Univ Technol, Dept Elect Engn, Tehran, Iran
基金
美国国家科学基金会;
关键词
Compressive sensing; Holey cavity; Born approximation; Singular values; Ultrasound imaging; Tumor detection; Subwavelength imaging; RECONSTRUCTION; SENSOR; RADAR; MRI;
D O I
10.1016/j.sigpro.2020.107826
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Within the compressive sensing (CS) framework, one effective way to increase the likelihood of successful signal reconstruction is to employ random processes in the construction of the sensing matrix. This study presents a 3D holey cavity, with diverse frequency modes, to spectrally code, that is, randomize, the ultrasound wave fields. The simulated results show that the use of such a cavity enables imaging simple or complex targets, such as spheres or the letter E, by only a single transceiver-something that is not possible without the use of a coding structure like the cavity. The effect of noise on imaging results and the size of the targets on the first-order Born approximation (BA) are also investigated. Moreover, this study attempts to optimize the cavity, based on a single numerical metric, such as the sum of singular values (SSV) or mutual coherence (MC). Yet, it will be shown that neither of these metrics can consistently compare the norm-one imaging performance between two cavities of different materials or hole sizes. This leaves finding a quantitative metric for these kinds of optimizations an open problem. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:14
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