Optimal Design of Sparse Array for Ultrasonic Total Focusing Method by Binary Particle Swarm Optimization

被引:30
|
作者
Zhang, Han [1 ]
Bai, Bichao [2 ]
Zheng, Jianfeng [2 ]
Zhou, Yun [2 ]
机构
[1] Chinese Acad Sci, Inst Acoust, Key Lab Noise & Vibrat, Beijing 100190, Peoples R China
[2] Changzhou Univ, Sch Mech Engn, Changzhou 213164, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷
基金
中国国家自然科学基金;
关键词
Phased arrays; Acoustics; Arrays; Acoustic beams; Ultrasonic transducer arrays; Focusing; Binary particle swarm optimization; sparse array; total focusing method; ultrasonic phased array; ALGORITHMS;
D O I
10.1109/ACCESS.2020.3001947
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Ultrasonic phased array technology is used in various fields. Traditional full phased arrays place elements in every position of a uniform lattice with half-wavelength spacing between the lattice points, so the hardware cost is very high. This paper introduces an automatically method to sparsify the full array method with well-controlled sidelobes and the main lobe. By calculating one-dimensional phased array patterns that can reflect phased array performance, the binary particle swarm optimization (BPSO) algorithm is used to optimize the array layout. The method initialized form full array and decreased several elements step by step, then, a sparse array with comprehensive acoustic performance close to the reference full array is obtained. By applying the proposed method to the sparse array design of total focusing method (TFM), the simulation results indicate that the proposed sparse total focusing method can greatly increase computational efficiency while providing significantly higher image quality. The BPSO can provide effective optimization design for sparse arrays.
引用
收藏
页码:111945 / 111953
页数:9
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