Vessel radiated noise recognition with fractal features

被引：9
|
作者：
Yang, S [1 ]
Li, ZS
Wang, XL
机构：
[1] Nanjing Univ, State Key Lab Modern Acoust, Nanjing 210093, Peoples R China
[2] Nanjing Univ, Inst Acoust, Nanjing 210093, Peoples R China
[3] Northwestern Polytech Univ, Natl Key Lab Underwater Informat Proc & Control, Xian 710072, Peoples R China
[4] Northwestern Polytech Univ, Inst Marine Engn, Xian 710072, Peoples R China
来源：
ELECTRONICS LETTERS | 2000年 / 36卷 / 10期
关键词：
D O I：
10.1049/el:20000651
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：
Vessel radiated noise is somewhat similar to fractional Brownian motion. Accordingly, the standard deviations of differential sequences and fractal dimensions are extracted as features that reflect time-domain information other than traditional features. Six types of vessel can be classified correctly, which indicates that fractal features are useful for vessel noise recognition.
引用
收藏
页码：923 / 925
页数：3
相关论文
共 50 条
  • [1] UNDERWATER RADIATED NOISE OF A SMALL VESSEL
    Dambra, Ruggero
    Firenze, Erica
    [J]. PROCEEDINGS OF THE 22ND INTERNATIONAL CONGRESS ON SOUND AND VIBRATION: MAJOR CHALLENGES IN ACOUSTICS, NOISE AND VIBRATION RESEARCH, 2015, 2015,
  • [2] Features Extraction and Recognition of Weak Ship-radiated Noise under Impulse Noise Environment
    Qi, Yao
    Bin, Wang
    [J]. 2018 8TH INTERNATIONAL CONFERENCE ON ELECTRONICS INFORMATION AND EMERGENCY COMMUNICATION (ICEIEC), 2018, : 251 - 254
  • [3] Simulation of Radiated Noise Signature of a Marine Vessel
    Kumar, G. V. Krishna
    Padmanabam, M.
    Sree, M. Bhagya
    Sairam, M. V. S.
    [J]. 2015 IEEE UNDERWATER TECHNOLOGY (UT), 2015,
  • [4] Fractal Brownian motion model of ship radiated noise
    CHEN Xiangdong
    GAO Xiang
    LU Jiren(Dept. of Radio Eng.
    [J]. Chinese Journal of Acoustics, 1999, (01) : 10 - 18
  • [5] Measuring vessel underwater radiated noise in shallow water
    MacGillivray, Alexander O. O.
    Martin, S. Bruce
    Ainslie, Michael A. A.
    Dolman, Joshua N. N.
    Li, Zizheng
    Warner, Graham A. A.
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2023, 153 (03): : 1506 - 1524
  • [6] Underwater radiated noise measurements of a noise-reduced fisheries research vessel
    De Robertis, Alex
    Wilson, Christopher D.
    Furnish, Scott R.
    Dahl, Peter H.
    [J]. ICES JOURNAL OF MARINE SCIENCE, 2013, 70 (02) : 480 - 484
  • [7] Fractal Features for Object Recognition
    Zhou, Yan
    Liang, Jianning
    [J]. 2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1225 - 1229
  • [8] Dynamic recognition from ship-radiated noise
    LI Xungao (Naval Submarine Academy Qingdao 266071) FENG Xinxin GE Yi (Institute of Acoustics
    [J]. Chinese Journal of Acoustics, 2005, (04) : 312 - 322
  • [9] Loudness and timbre features model of ship radiated noise
    Cao, Hongli
    Fang, Shiliang
    [J]. Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2013, 43 (02): : 241 - 246
  • [10] Pretreatment of radiated noise for improving recognition of underwater target
    Zhang, X.L.
    Sun, J.C.
    Li, H.Y.
    [J]. Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2001, 19 (02): : 262 - 265
12345