Ultrasonic sparse-TFM imaging for a two-layer medium using genetic algorithm optimization and effective aperture correction

被引:49
作者
Hu, Hongwei [1 ]
Du, Jian [1 ]
Xu, Na [2 ]
Jeong, Hyunjo [3 ]
Wang, Xianghong [1 ]
机构
[1] Changsha Univ Sci & Technol, Coll Automot & Mech Engn, Changsha 410114, Hunan, Peoples R China
[2] AECC Beijing Inst Aeronaut Mat, Beijing 100095, Peoples R China
[3] Wonkwang Univ, Div Mech & Automot Engn, Iksan 570749, South Korea
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Total focus method; Sparse array; Genetic algorithm; Effective aperture correction; Two-layer medium; FULL-MATRIX; ARRAY TRANSDUCER;
D O I
10.1016/j.ndteint.2017.05.002
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
This paper introduces a sparse total focus method (TFM) as a viable solution to the trade-off between the imaging precision and computational efficiency. A corrected two-layer TFM algorithm is first established; then the element layout in the sparse arrays is optimized by the genetic algorithm to improve the spatial resolution and contrast resolution. Using the effective aperture theory, the weighting functions of the optimized sparse array elements are investigated, and the corrected sparse-TFM algorithm is developed. Experiments are conducted on the side-drilled holes in a wedged specimen. Results indicate that the proposed sparse-TFM can greatly increase the computational efficiency while maintaining a relatively low error.
引用
收藏
页码:24 / 32
页数:9
相关论文
共 26 条
[1]   Optimization of thinned aperiodic linear phased arrays using genetic algorithms to reduce grating lobes during scanning [J].
Bray, MG ;
Werner, DH ;
Boeringer, DW ;
Machuga, DW .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2002, 50 (12) :1732-1742
[2]   Comparison of conventional technique and migration approach for total focusing [J].
Carcreff, Ewen ;
Braconnier, Dominique .
Proceedings of the 2015 ICU International Congress on Ultrasonics, 2015, 70 :566-569
[3]   Optimized Simulated Annealing Algorithm for Thinning and Weighting Large Planar Arrays in Both Far-Field and Near-Field [J].
Chen, Peng ;
Zheng, YaYu ;
Zhu, Wei .
IEEE JOURNAL OF OCEANIC ENGINEERING, 2011, 36 (04) :658-664
[4]   Post-processing of the full matrix of ultrasonic transmit-receive array data for non-destructive evaluation [J].
Holmes, C ;
Drinkwater, BW ;
Wilcox, PD .
NDT & E INTERNATIONAL, 2005, 38 (08) :701-711
[5]   The Wavenumber Algorithm for Full-Matrix Imaging Using an Ultrasonic Array [J].
Hunter, Alan J. ;
Drinkwater, Bruce W. ;
Wilcox, Paul D. .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2008, 55 (11) :2450-2462
[6]   Minimally Redundant 2-D Array Designs for 3-D Medical Ultrasound Imaging [J].
Karaman, Mustafa ;
Wygant, Ira O. ;
Oralkan, Oemer ;
Khuri-Yakub, Butrus T. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2009, 28 (07) :1051-1061
[7]   3D ultrasonic inspection of anisotropic aerospace components [J].
Lane, C. J. L. ;
Dunhill, T. K. ;
Drinkwater, B. W. ;
Wilcox, P. D. .
INSIGHT, 2010, 52 (02) :72-77
[8]   Imaging composite material using ultrasonic arrays [J].
Li, Chuan ;
Pain, Damien ;
Wilcox, Paul D. ;
Drinkwater, Bruce W. .
NDT & E INTERNATIONAL, 2013, 53 :8-17
[9]   Optimizing the radiation pattern of sparse periodic linear arrays [J].
Lockwood, GR ;
Li, PC ;
ODonnell, M ;
Foster, FS .
IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 1996, 43 (01) :7-14
[10]   Modification of Real-Number and Binary PSO Algorithms for Accelerated Convergence [J].
Modiri, Arezoo ;
Kiasaleh, Kamran .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2011, 59 (01) :214-224