A Time-Frequency Depth Convolutional Recurrent Network for Seismic Waveform Automatic Classification

被引:0
|
作者
Li, Fu [1 ,2 ,3 ]
Li, Diquan [1 ,2 ,3 ]
Hu, Yanfang [1 ,2 ,3 ]
Zhu, Yunqi [1 ,2 ,3 ]
Liu, Yecheng [1 ,2 ,3 ]
Wang, Zhe [1 ,2 ,3 ]
Zhu, Hanyu [1 ,2 ,3 ]
机构
[1] Key Laboratory of Metallogenic Prediction of Nonferrous Metals and Geological Environment Monitoring, Ministry of Education, Central South University, Changsha,410083, China
[2] China Key Laboratory of Non-Ferrous and Geological Hazard Detection, Changsha,410083, China
[3] School of Geosciences and Info-Physics, Central South University, Changsha,410083, China
关键词
Compendex;
D O I
10.1109/ACCESS.2024.3485075
中图分类号
学科分类号
摘要
Convolutional neural networks
引用
收藏
页码:155205 / 155217
相关论文
共 50 条
  • [1] Explainable time-frequency convolutional neural network for microseismic waveform classification
    Bi, Xin
    Zhang, Chao
    He, Yao
    Zhao, Xiangguo
    Sun, Yongjiao
    Ma, Yuliang
    [J]. INFORMATION SCIENCES, 2021, 546 : 883 - 896
  • [2] AUTOMATIC RADAR WAVEFORM RECOGNITION BASED ON TIME-FREQUENCY ANALYSIS AND CONVOLUTIONAL NEURAL NETWORK
    Wang, Chao
    Wang, Jian
    Zhang, Xudong
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 2437 - 2441
  • [3] Sparse time-frequency analysis of seismic data via convolutional neural network
    Liu, Naihao
    Lei, Youbo
    Yang, Yang
    Wang, Zhiguo
    Liu, Rongchang
    Gao, Jinghuai
    Wei, Tao
    [J]. INTERPRETATION-A JOURNAL OF SUBSURFACE CHARACTERIZATION, 2024, 12 (01): : T47 - T62
  • [4] Time-Frequency Convolutional Neural Network for Automatic Sleep Stage Classification Based on Single-Channel EEG
    Wei, Liangjie
    Lin, Youfang
    Wang, Jing
    Ma, Yan
    [J]. 2017 IEEE 29TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2017), 2017, : 88 - 95
  • [5] Automatic Modulation Classification using Graph Convolutional Neural Networks for Time-frequency Representation
    Tonchev, Krasimir
    Neshov, Nikolay
    Ivanov, Antoni
    Manolova, Agata
    Poulkov, Vladimir
    [J]. 2022 25TH INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2022,
  • [6] Time-frequency Performance Study on Urban Sound Classification with Convolutional Neural Network
    Shu, Haiyan
    Song, Ying
    Zhou, Huan
    [J]. PROCEEDINGS OF TENCON 2018 - 2018 IEEE REGION 10 CONFERENCE, 2018, : 1713 - 1717
  • [7] Optimizing time-frequency distributions for automatic classification
    Atlas, L
    Droppo, J
    McLaughlin, J
    [J]. ADVANCED SIGNAL PROCESSING: ALGORITHMS, ARCHITECTURES, AND IMPLEMENTATIONS VII, 1997, 3162 : 161 - 171
  • [8] Time-Frequency Component-Aware Convolutional Neural Network for Wireless Interference Classification
    Wang, Pengyu
    Cheng, Yufan
    Shang, Gaoyang
    Wang, Jun
    Li, Shaoqian
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (12) : 2487 - 2491
  • [9] Automatic Waveform Classification and Arrival Picking Based on Convolutional Neural Network
    Chen, Yangkang
    Zhang, Guoyin
    Bai, Min
    Zu, Shaohuan
    Guan, Zhe
    Zhang, Mi
    [J]. EARTH AND SPACE SCIENCE, 2019, 6 (07) : 1244 - 1261
  • [10] Seismic Sparse Time-Frequency Network With Transfer Learning
    Liu, Naihao
    Zhang, Yuxin
    Lei, Youbo
    Yang, Yang
    Wang, Zhiguo
    Gao, Jinghuai
    Jiang, Xiudi
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60