Robust Broadband Beam-Forming Based on the Feature of Underwater Target Radiated Noise
To the problem of the unknown underwater target detection, according to the feature that the underwater target radiated noise contains the stable line spectrum, a weighted method based on the main-to-side lobe ratio (MSLR) is proposed for broadband beam-forming. This weighted method can be implement...
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| Published in | China ocean engineering Vol. 30; no. 6; pp. 1004 - 1011 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Nanjing
Chinese Ocean Engineering Society
01.12.2016
Springer Nature B.V Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, China%Haiying Enterprise Group Co., Ltd., Wuxi 214061, China%Appsoft Technology Co., Ltd., Beijing 100085, China |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0890-5487 2191-8945 |
| DOI | 10.1007/s13344-016-0066-y |
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| Abstract | To the problem of the unknown underwater target detection, according to the feature that the underwater target radiated noise contains the stable line spectrum, a weighted method based on the main-to-side lobe ratio (MSLR) is proposed for broadband beam-forming. This weighted method can be implemented by using the following steps. Firstly, optimize the spatial spectrum of each frequency unit by the second-order cone programming (SOCP), and obtain the optimized spatial spectrum with lower side lobe. Secondly, construct weighting factors based on the MSLR of the optimized spatial spectrums to from weight factors. Lastly, cumulate the spatial spectrum of each frequency unit via the weight statistical method of this paper. This method can restrain the disturbance of background noise, enhance the output signal-to-noise ratio (SNR), and overcome the difficulty of traditional four-dimensional display. The theoretical analysis and simulation results both verify that this method can well enhance the spatial spectrum of line spectrum units, restrain the spatial spectrum of background noise units, and improve the performance of the broadband beam-forming. |
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| AbstractList | To the problem of the unknown underwater target detection, according to the feature that the underwater target radiated noise contains the stable line spectrum, a weighted method based on the main-to-side lobe ratio (MSLR) is proposed for broadband beam-forming. This weighted method can be implemented by using the following steps. Firstly, optimize the spatial spectrum of each frequency unit by the second-order cone programming (SOCP), and obtain the optimized spatial spectrum with lower side lobe. Secondly, construct weighting factors based on the MSLR of the optimized spatial spectrums to from weight factors. Lastly, cumulate the spatial spectrum of each frequency unit via the weight statistical method of this paper. This method can restrain the disturbance of background noise, enhance the output signal-to-noise ratio (SNR), and overcome the difficulty of traditional four-dimensional display. The theoretical analysis and simulation results both verify that this method can well enhance the spatial spectrum of line spectrum units, restrain the spatial spectrum of background noise units, and improve the performance of the broadband beam-forming. To the problem of the unknown underwater target detection, according to the feature that the underwater target radiated noise contains the stable line spectrum, a weighted method based on the main-to-side lobe ratio (MSLR) is proposed for broadband beam-forming. This weighted method can be implemented by using the following steps. Firstly, optimize the spatial spectrum of each frequency unit by the second-order cone programming (SOCP), and obtain the optimized spatial spectrum with lower side lobe. Secondly, construct weighting factors based on the MSLR of the optimized spatial spectrums to from weight factors. Lastly, cumulate the spatial spectrum of each frequency unit via the weight statistical method of this paper. This method can restrain the disturbance of background noise, enhance the output signal-to-noise ratio (SNR), and overcome the difficulty of traditional four-dimensional display. The theoretical analysis and simulation results both verify that this method can well enhance the spatial spectrum of line spectrum units, restrain the spatial spectrum of background noise units, and improve the performance of the broadband beam-forming. |
| Author | 陈新华 刘超 余华兵 郑恩明 孙长瑜 |
| AuthorAffiliation | Institute of Acoustics, Chinese Academy of Sciences, Beo'ing 100190, China Haiying Enterprise Group Co., Ltd., Wuxi 214061, China Appsoft Technology Co., Ltd., Beijing 100085, China |
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| Cites_doi | 10.1109/TLA.2012.6222573 10.1109/TASL.2011.2166959 10.3724/SP.J.1146.2012.01008 10.1080/10020070512331342250 |
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| Copyright | Chinese Ocean Engineering Society and Springer-Verlag Berlin Heidelberg 2016 Copyright Springer Science & Business Media 2016 Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
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| Keywords | information processing technology main-to-side lobe ratio target detection broadband beam-forming |
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| Notes | 32-1441/P information processing technology; target detection; broadband beam-forming; main-to-side lobe ratio To the problem of the unknown underwater target detection, according to the feature that the underwater target radiated noise contains the stable line spectrum, a weighted method based on the main-to-side lobe ratio (MSLR) is proposed for broadband beam-forming. This weighted method can be implemented by using the following steps. Firstly, optimize the spatial spectrum of each frequency unit by the second-order cone programming (SOCP), and obtain the optimized spatial spectrum with lower side lobe. Secondly, construct weighting factors based on the MSLR of the optimized spatial spectrums to from weight factors. Lastly, cumulate the spatial spectrum of each frequency unit via the weight statistical method of this paper. This method can restrain the disturbance of background noise, enhance the output signal-to-noise ratio (SNR), and overcome the difficulty of traditional four-dimensional display. The theoretical analysis and simulation results both verify that this method can well enhance the spatial spectrum of line spectrum units, restrain the spatial spectrum of background noise units, and improve the performance of the broadband beam-forming. ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
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| PublicationYear | 2016 |
| Publisher | Chinese Ocean Engineering Society Springer Nature B.V Institute of Acoustics, Chinese Academy of Sciences, Beijing 100190, China%Haiying Enterprise Group Co., Ltd., Wuxi 214061, China%Appsoft Technology Co., Ltd., Beijing 100085, China |
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| References | Chen, Gong (CR2) 2013; 20 Chen, Zhao, Wang (CR4) 2011; 32 CR8 Yan, Ma (CR10) 2005; 15 Zheng, Chen, Sun (CR15) 2014; 33 Li, Li, Yang (CR7) 2008; 33 CR16 Chen, Wang, Zhu (CR3) 2010; 35 Yan, Hou, Ma, Ma (CR11) 2007; 32 Li, Li, Yang (CR6) 2008; 33 Zheng, Chen, Sun (CR13) 2014; 33 Zheng, Chen, Sun (CR14) 2014; 36 Xie, Ding, Sun, Huang, Li (CR9) 2013; 35 Hossain, Islam, Godara (CR5) 2012; 10 Yan, Ma, Sun (CR12) 2005; 30 Chen, Bao, Li, Sun (CR1) 2012; 33 66_CR8 Y. Chen (66_CR4) 2011; 32 S. F. Yan (66_CR10) 2005; 15 66_CR16 S. F. Yan (66_CR11) 2007; 32 X. H. Chen (66_CR1) 2012; 33 K. Xie (66_CR9) 2013; 35 M. S. Hossain (66_CR5) 2012; 10 E. M. Zheng (66_CR14) 2014; 36 Q. H. Li (66_CR6) 2008; 33 E. M. Zheng (66_CR15) 2014; 33 S. F. Yan (66_CR12) 2005; 30 Y. Chen (66_CR3) 2010; 35 Y. S. Chen (66_CR2) 2013; 20 E. M. Zheng (66_CR13) 2014; 33 Q. H. Li (66_CR7) 2008; 33 |
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| SubjectTerms | Background noise Broadband Coastal Sciences Dimensional analysis Engineering Fluid- and Aerodynamics Forming Marine & Freshwater Sciences Noise Numerical and Computational Physics Oceanography Offshore Engineering Simulation Statistical methods Target detection Technical Notes Theoretical analysis Underwater 二阶锥规划 加权因子 加权方法 噪声特性 宽带波束形成 水下目标辐射噪声 空间谱 输出信噪比 |
| Title | Robust Broadband Beam-Forming Based on the Feature of Underwater Target Radiated Noise |
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