NEURAL NETWORK DETECTION OF MSK SIGNALS

被引:3
|
作者
Morozov, O. A. [1 ]
Ovchinnikov, P. E. [1 ]
机构
[1] Nizhnii Novgorod State Univ, Dept Phys, Nizhnii Novgorod, Russia
关键词
signal processing; neural networks; detection; FSK;
D O I
10.1109/DSP.2009.4785992
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The neural network method of detection for FSK signals is presented. The application of constructed system to detection of MSK signals is considered. Processing of test signals by the proposed method shows its capacity for work.
引用
收藏
页码:594 / 596
页数:3
相关论文
共 50 条
  • [1] A neural network for detection of signals in communication
    Bang, SH
    Sheu, BJ
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 1996, 43 (08): : 644 - 655
  • [2] Neural network detection and decoding of PSK signals
    Morozov, O. A.
    Ovchinnikov, P. E.
    2008 3RD INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING, VOLS 1-3, 2008, : 292 - 294
  • [3] A Wavelet neural network for detection of signals in communications
    Gomez-Sanchez, R
    Andina, D
    WAVELET APPLICATIONS V, 1998, 3391 : 265 - 274
  • [4] A neural network model applied to the detection of digital signals
    Fernandes, MAC
    Neto, ADD
    Bezerra, JB
    ITS '98 PROCEEDINGS - SBT/IEEE INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, VOLS 1 AND 2, 1998, : 279 - 283
  • [5] A Neural Network Approach for Anomaly Detection in Genomic Signals
    Sawyer, Erica
    Banuelos, Mario
    Marcia, Roummel F.
    Sindi, Suzanne
    2020 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2020, : 968 - 971
  • [6] COHERENT SEQUENCE DETECTION OF MSK SIGNALS UNDER IMPULSIVE NOISE
    Yang, Guosheng
    Wang, Jun
    Yue, Guangrong
    Li, Shaoqian
    2016 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2016, : 138 - 142
  • [7] Blind Detection of QPSK Signals using Hopfield Neural Network
    Zhang, Zhiyong
    Zhang, Yun
    2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 2696 - 2700
  • [8] Stress detection with encoding physiological signals and convolutional neural network
    Quadrini, Michela
    Capuccio, Antonino
    Falcone, Denise
    Daberdaku, Sebastian
    Blanda, Alessandro
    Bellanova, Luca
    Gerard, Gianluca
    MACHINE LEARNING, 2024, 113 (08) : 5655 - 5683
  • [9] Convolutional Neural Network for Drowsiness Detection Using EEG Signals
    Chaabene, Siwar
    Bouaziz, Bassem
    Boudaya, Amal
    Hoekelmann, Anita
    Ammar, Achraf
    Chaari, Lotfi
    SENSORS, 2021, 21 (05) : 1 - 19
  • [10] A neural network based method for detection of weak underwater signals
    Pan J.
    Han J.
    Yang S.
    Journal of Marine Science and Application, 2010, 9 (3) : 256 - 261