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Volume 42 Issue 10
Oct.  2020
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Bin WANG, Yuesheng HOU. Extraction of Target Propeller Features in Alpha Distribution Noise[J]. Journal of Electronics & Information Technology, 2020, 42(10): 2478-2484. doi: 10.11999/JEIT190916
Citation: Bin WANG, Yuesheng HOU. Extraction of Target Propeller Features in Alpha Distribution Noise[J]. Journal of Electronics & Information Technology, 2020, 42(10): 2478-2484. doi: 10.11999/JEIT190916

Extraction of Target Propeller Features in Alpha Distribution Noise

doi: 10.11999/JEIT190916
Funds:  The National Natural Science Foundation of China(61572518)
  • Received Date: 2019-11-14
  • Rev Recd Date: 2020-05-04
  • Available Online: 2020-05-16
  • Publish Date: 2020-10-13
  • In order to solve the problem of target propeller features extraction under Alpha stable distribution noise, a method based on fractional low-order cyclic spectrum is proposed. Firstly, the low-order cyclic spectrum of ship radiation noise in impulse noise is derived, and the relationship between the propeller features and the peak value in the fractional low-order cyclic spectrum is given. Based on this, a propeller feature estimation method based on fractional low-order cyclic spectrum is proposed. Finally, the performance of method is verified by simulation experiments, and the effectiveness of the algorithm is further verified by the actual data.
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  • 白敬贤, 高天德, 夏润鹏. 基于DEMON谱信息提取算法的目标识别方法研究[J]. 声学技术, 2017, 36(1): 88–92. doi: 10.16300/j.cnki.1000-3630.2017.01.016

    BAI Jingxian, GAO Tiande, and XIA Runpeng. Target recognition based on the information extraction algorithm of DEMON spectrum[J]. Technical Acoustics, 2017, 36(1): 88–92. doi: 10.16300/j.cnki.1000-3630.2017.01.016
    陶笃纯. 舰船噪声节奏的研究(I)——数学模型及功率谱密度[J]. 声学学报, 1983, 8(2): 65–76. doi: 10.15949/j.cnki.0371-0025.1983.02.001

    TAO Dunchun. A study on ship radiated noise rhythms (I) — mathematical model and power spectrum density[J]. Acta Acustica, 1983, 8(2): 65–76. doi: 10.15949/j.cnki.0371-0025.1983.02.001
    陶笃纯. 舰船噪声节奏的研究(Ⅱ)——自相关函数及节奏信息的提取[J]. 声学学报, 1983, 8(5): 280–289. doi: 10.15949/j.cnki.0371-0025.1983.05.004

    TAO Duchun. A study on ship-radiated noise rhythms (Ⅱ) — atuocorrelation function and extraction of rhythm information[J]. Acta Acustica, 1983, 8(5): 280–289. doi: 10.15949/j.cnki.0371-0025.1983.05.004
    LOURENS J G and DU PRCEZ J A. Passive sonar ML estimator for ship propeller speed[J]. IEEE Journal of Oceanic Engineering, 1998, 23(4): 448–453. doi: 10.1109/48.725238
    童峰, 陆佶人, 方世良. 水声目标识别中一种轴频提取方法[J]. 声学学报, 2004, 29(5): 398–402. doi: 10.15949/j.cnki.0371-0025.2004.05.003

    TONG Feng, LU Jiren, and FANG Shiliang. A method to estimate the propeller shaft rate in underwater acoustic vessel classification[J]. Acta Acustica, 2004, 29(5): 398–402. doi: 10.15949/j.cnki.0371-0025.2004.05.003
    CLARK P, KIRSTEINS I, and ATLAS L. Multiband analysis for colored amplitude-modulated ship noise[C]. 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, Dallas, USA, 2010: 3970–3973.
    WISDOM S, ATLAS L, and PITTON J. Extending coherence time for analysis of modulated random processes[C]. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing, Florence, Italy, 2014: 340–344.
    LI Sichun and YANG Desen. DEMON feature extraction of acoustic vector signal based on 3/2-D spectrum[C]. The 2007 2nd IEEE Conference on Industrial Electronics and Applications, Harbin, China, 2007: 2239–2243.
    温旋旋. 基于高阶统计量的舰船辐射噪声包络特征提取[D].[硕士论文], 哈尔滨工程大学, 2017.

    WEN Xuanxuan. Envelope signature extraction of ship-radiated noise based on HOS[D].[Master dissertation], Harbin Engineering University, 2017.
    许劲峰, 郑威. 基于EMD-1(1/2)维谱的舰船辐射噪声调制特征提取[J]. 舰船电子工程, 2018, 38(10): 197–203. doi: 10.3969/j.issn.1672-9730.2018.10.048

    XU Jinfeng and ZHENG Wei. Modulation feature extraction of ship radiated nose based on EMD 1(1/2)-dimensional spectrum[J]. Ship Electronic Engineering, 2018, 38(10): 197–203. doi: 10.3969/j.issn.1672-9730.2018.10.048
    杨日杰, 郑晓庆, 韩建辉, 等. 基于序列匹配的螺旋桨轴频自动提取方法[J]. 振动与冲击, 2018, 37(16): 57–61. doi: 10.13465/j.cnki.jvs.2018.16.009

    YANG Rijie, ZHENG Xiaoqing, HAN Jianhui, et al. An automatic extraction method of propeller shaft frequency based on sequence matching[J]. Journal of Vibration and Shock, 2018, 37(16): 57–61. doi: 10.13465/j.cnki.jvs.2018.16.009
    CHITRE M, POTTER J, and HENG O S. Underwater acoustic channel characterisation for medium-range shallow water communications[C]. OCEANS ‘04 MTS/IEEE TECHNO-OCEAN ’04, Kobe, Japan, 2004: 40–45.
    张安清, 邱天爽, 章新华. α稳定分布的水声信号处理新方法[J]. 电子与信息学报, 2005, 27(8): 1201–1204.

    ZHANG Anqing, QIU Tianshuang, and ZHANG Xinhua. A new underwater acoustic signals processing approach to α-stable distribution[J]. Journal of Electronics &Information Technology, 2005, 27(8): 1201–1204.
    程玉胜, 王易川, 史广智, 等. 基于现代信号处理技术的舰船噪声信号DEMON分析[J]. 声学技术, 2006, 25(1): 71–74. doi: 10.3969/j.issn.1000-3630.2006.01.016

    CHENG Yusheng, WANG Yichuan, SHI Guangzhi, et al. DEMON analysis of underwater target radiation noise based on modern signal processing[J]. Technical Acoustics, 2006, 25(1): 71–74. doi: 10.3969/j.issn.1000-3630.2006.01.016
    张俊林, 刘明骞. 脉冲噪声衰落信道下MPSK信号的符号周期估计[J]. 西安电子科技大学学报: 自然科学版, 2018, 45(5): 38–42, 49. doi: 10.3969/j.issn.1001-2400.2018.05.007

    ZHANG Junlin and LIU Mingqian. Estimation of the symbol period of MPSK signals over fading channels with impulsive noise[J]. Journal of Xidian University:Natural Science, 2018, 45(5): 38–42, 49. doi: 10.3969/j.issn.1001-2400.2018.05.007
    张娟娟. α稳定分布噪声下数字调制信号的分数低阶循环谱分析[D]. [硕士论文], 西安理工大学, 2017.

    ZHANG Juanjuan. Fractional Low-order cyclic spectrum analysis of digital modulation signals under alpha stable distribution noise[D]. [Master dissertation], Xi’an University of Technology, 2017.
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