Design of Low-Complexity 3-D Underwater Imaging System With Sparse Planar Arrays

被引:15
|
作者
Zhao, Dongdong [1 ]
Zhou, Fan [1 ,2 ]
Jiang, Rongxin [1 ,2 ]
Liu, Xuesong [1 ,2 ]
Chen, Yaowu [3 ]
机构
[1] Zhejiang Univ, Inst Adv Digital Technol & Instrumentat, Hangzhou 310027, Zhejiang, Peoples R China
[2] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China
[3] Zhejiang Univ, Zhejiang Prov Key Lab Network Multimedia Technol, Hangzhou 310027, Zhejiang, Peoples R China
基金
美国国家科学基金会;
关键词
3-D sonar systems; simulated annealing (SA) algorithm; sonar signal processing; sparse planar arrays; underwater acoustic imaging; OPTIMIZATION; FIELD;
D O I
10.1109/TIM.2018.2879169
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
The development of a real-time 3-D underwater imaging system with a planar array is restricted by the huge hardware cost and computational burden associated with the large number of elements required. In this paper, a new design of low-complexity 3-D underwater imaging system is proposed, involving two key parts: a special sparse array with low hardware cost and an efficient beamforming with low computational burden. Especially, the simulated annealing algorithm is optimized based on distributed and parallel subarray (DPS) beamforming and results in fewer active elements than existing methods. To improve the computational efficiency especially for sparse arrays, an optimized DPS beamforming is presented with the pruning fast Fourier transform technology. To test the validity of the design, a real system based on the proposed methods was devised and employed in the lake and sea trials. The experiment results demonstrate that the low-complexity 3-D underwater imaging system can provide a satisfactory imaging quality.
引用
收藏
页码:3418 / 3432
页数:15
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