Array-based underwater acoustic signal recognition

被引:0
|
作者
Chang, Lin [1 ]
Lyu, Tingting [1 ]
机构
[1] Ocean Univ China, Qingdao, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
O59 [应用物理学];
学科分类号
摘要
Underwater environment is more complex than the air and underwater acoustic signals are often hidden in the noise. Therefor, the interest signal needs to be enhanced or selected before identifying. In this paper, the signal is first enhanced by the method of beamforming, and then the acoustic signal feature is extracted and sent to softmax for recognition. The effectiveness of the method is verified by experiments.
引用
收藏
页数:2
相关论文
共 50 条
  • [21] Efficient and Fast Processing of Large Array Signal Detection in Underwater Acoustic Communications
    Jiang, Fan
    Li, Cheng
    Gong, Zijun
    Zhang, Yan
    Liu, Shudong
    Hao, Kun
    ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019,
  • [22] Demodulation of underwater acoustic signal based on wavelet analysis
    Jie, Li
    Ji, Xiang
    PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 4955 - 4960
  • [23] Highly sensitive magnetic array-based platform for neuronal signal recording
    Sharma, P. P.
    Gervasoni, G.
    Albisetti, E.
    Moretti, D.
    Baldelli, P.
    Ferrari, G.
    Sampietro, M.
    Benfenati, F.
    Bertacco, R.
    Petti, D.
    BIOSENSORS 2016, 2017, 27 : 292 - 294
  • [24] Array-based pyrosequencing
    Gharizadeh, Baback
    Goel, Sanket
    Eltoukhy, Helmy
    Agah, Mohsen Nemat -Corgani Ali
    Babrzadeh, Farbod
    Jalili, Roxana
    Talasaz, Amir -Ali H.
    Davis, Ronald W.
    Ronaghi, Mostafa
    PROGRESS ON POST-GENOME TECHNOLOGIES, 2007, : 8 - 9
  • [25] An Underwater Acoustic Target Recognition Method Based on AMNet
    Wang, Biao
    Zhang, Wei
    Zhu, Yunan
    Wu, Chengxi
    Zhang, Shizhen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [26] An Underwater Acoustic Target Recognition Method Based on AMNet
    Wang, Biao
    Zhang, Wei
    Zhu, Yunan
    Wu, Chengxi
    Zhang, Shizhen
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [27] DBM-Based Underwater Acoustic Source Recognition
    Xie, Jiawu
    Chen, Jie
    Zhang, Jian
    PROCEEDINGS OF 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS (ICCS 2018), 2018, : 366 - 371
  • [28] A Novel Magnetometer Array-based wearable system for ASL gesture recognition
    Jonna, Prashanth
    Rao, Madhav
    2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC, 2023,
  • [29] An attention-based multi-scale convolution network for intelligent underwater acoustic signal recognition
    Zhou, Aolong
    Li, Xiaoyong
    Zhang, Wen
    Zhao, Chengwu
    Ren, Kaijun
    Ma, Yanxin
    Song, Junqiang
    OCEAN ENGINEERING, 2023, 287
  • [30] DOA Estimation of Underwater Acoustic Array Signal Based on Wavelet Transform with Double Branch Convolutional Neural Network
    Quan, Tianqi
    Yang, Xinghai
    Wang, Jingjing
    WUWNET'21: THE 15TH ACM INTERNATIONAL CONFERENCE ON UNDERWATER NETWORKS & SYSTEMS, 2021,