A Novel Sensitivity Matrix Construction Method for Ultrasonic Tomography Based on Simulation Studies

被引:16
作者
Li, Nan [1 ,2 ]
Xu, Kun [1 ,3 ]
Liu, Kui [1 ,4 ]
He, Cunfu [1 ]
Wu, Bin [1 ]
机构
[1] Beijing Univ Technol, Beijing Engn Res Ctr Precis Measurement Technol &, Beijing 100124, Peoples R China
[2] Northwestern Polytech Univ, Sch Automat, Xian 710071, Shaanxi, Peoples R China
[3] China Inst Atom Energy, Dept Nucl Technol Applicat, Beijing 102413, Peoples R China
[4] Qingdao Haier, Haier Grp, Qingdao 266101, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Evaluation criteria; sector-diffusion matrix; transmission mode; ultrasonic tomography (UT); WAVE-PROPAGATION; SYSTEM; FLOW; BUBBLE; RECONSTRUCTION; REGULARIZATION; ALGORITHMS; DESIGN; GAS;
D O I
10.1109/TIM.2018.2882119
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
Ultrasonic tomography (UT) is a nondestructive technique that is widely applied in industrial process imaging. In this paper, a novel sector diffusion method for construction of a sensitivity matrix is proposed to improve the performance of a linear back-projection (LBP) algorithm. The so-called sector-diffusion-matrix- based LBP (SLBP) was applied to reconstruct gas/liquid two-phase flow. A series of models has been established to evaluate the effectiveness of the method. The images reconstructed by traditional LBP and SLBP are presented and compared. Two quantitative evaluation criteria including position error and image correlation coefficient (I-cr) were defined and used to evaluate the quality of the reconstructed images. The imaging results indicate that the SLBP method is valid and feasible to improve the quality of reconstructed images, especially for a UT system with a small number of transducers. The evaluation criterion Icr is improved by 26%, 20%, 9%, and 4% for four different flow patterns with an eight-transducer UT system in 128 x 128 pixels and improved by 26%, 20%, 10%, and 1% in 40 x 40 resolution.
引用
收藏
页码:3548 / 3562
页数:15
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