Online Morse code automatic recognition with neural network system

被引:0
|
作者
Luo, CH [1 ]
Fuh, DT [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 70101, Taiwan
关键词
Morse code; mixture of experts; neural network;
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
In this paper proposed a new mixture of expert algorithm to improve the recognition rate of online Morse code automatic recognition system. From three person tests, the neural network has the average recognition rate up to 94.4%. Mixture of experts Neural Network has successfully overcome the difficulty of analyzing severely unstable Morse code time series.
引用
收藏
页码:684 / 686
页数:3
相关论文
共 50 条
  • [1] Unstable Morse code recognition system with Expert-Gating neural network
    Fuh, Duu-tong
    Luo, Ching-Hsing
    [J]. Biomedical Engineering - Applications, Basis and Communications, 2002, 14 (01): : 12 - 19
  • [2] Morse-code auto-recognition with Neural Network system for person with disabilities
    Fuh, DT
    Luo, CH
    [J]. IEEE-EMBS ASIA PACIFIC CONFERENCE ON BIOMEDICAL ENGINEERING - PROCEEDINGS, PTS 1 & 2, 2000, : 672 - 673
  • [3] Unstable Morse code recognition system with back propagation neural network for person with disabilities
    Fuh, DT
    Luo, CH
    [J]. JOURNAL OF MEDICAL ENGINEERING & TECHNOLOGY, 2001, 25 (03) : 118 - 123
  • [4] Automatic Decoding Algorithm of Morse Code Based on Deep Neural Network
    You Ling
    Li Weihao
    Zhang Wenlin
    Wang Keren
    [J]. JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2020, 42 (11) : 2643 - 2648
  • [5] The application of the neural network on Morse code recognition for users with physical impairments
    Yang, CH
    Yang, CH
    Chuang, LY
    Truong, TK
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART H-JOURNAL OF ENGINEERING IN MEDICINE, 2001, 215 (H3) : 325 - 331
  • [6] Automatic Morse Code Recognition Under Low SNR
    Wang, Xianyu
    Zhao, Qi
    Ma, Cheng
    Xiong, Jianping
    [J]. PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON MECHANICAL, ELECTRONIC, CONTROL AND AUTOMATION ENGINEERING (MECAE 2018), 2018, 149 : 219 - 224
  • [7] Automatic detonator code recognition via deep neural network
    Wu, Jixiu
    Cai, Nian
    Li, Feiyang
    Jiang, Huiwen
    Wang, Han
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 145 (145)
  • [8] Automatic Code Recognition for smart cards using a Kohonen neural network
    Quisquater, JJ
    Samyde, D
    [J]. USENIX ASSOCIATION AND IFIP WG 8.8 (SMART CARDS) PROCEEDINGS OF CARDIS '02 FIFTH SMART CARD RESEARCH AND ADVANCED APPLICATION CONFERENCE, 2002, : 51 - 58
  • [9] MorseNet: A Unified Neural Network for Morse Detection and Recognition in Spectrogram
    Li, Weihao
    Wang, Keren
    You, Ling
    [J]. IEEE Access, 2020, 8 : 161005 - 161017
  • [10] MorseNet: A Unified Neural Network for Morse Detection and Recognition in Spectrogram
    Li, Weihao
    Wang, Keren
    You, Ling
    [J]. IEEE ACCESS, 2020, 8 : 161005 - 161017