• DocumentCode
    3596353
  • Title

    A chaos scheme for secure communication based on neural network

  • Author

    Zhang, Jianming ; Wang, Shuqing

  • Author_Institution
    Res. Inst. of Adv. Process Control, Zhejiang Univ., Hangzhou, China
  • fYear
    2000
  • fDate
    6/22/1905 12:00:00 AM
  • Firstpage
    371
  • Lastpage
    374
  • Abstract
    This paper presents a method for using chaos in the digital domain for secure communications. The method uses a well-trained multilayer neural network to generate the chaotic sequence whose randomness is excellent. The corresponding secure communication approach is also proposed. In the transmitter, the modulation is realized by adding the information signal to this chaotic sequence generated by neural network. In the receiver, the chaotic carrier is retrieved from the received signal by using an equivalent neural network, and then the information signal is recovered. The anti-decipher ability of this method is also analyzed. The computer experiments show that this method has the good immunity to interference and can be realized easily, and the chaotic secure communication system based on neural network is fine in security
  • Keywords
    chaos; information theory; multilayer perceptrons; random processes; telecommunication security; anti-decipher; chaotic carrier; chaotic secure communication; chaotic sequence; digital domain; equivalent neural network; information signal; interference; modulation; multilayer neural network; neural network; randomness; Chaotic communication; Communication system security; Computer networks; Computer security; Information retrieval; Interference; Multi-layer neural network; Neural networks; Neurotransmitters; Signal generators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2000. IEEE APCCAS 2000. The 2000 IEEE Asia-Pacific Conference on
  • Print_ISBN
    0-7803-6253-5
  • Type

    conf

  • DOI
    10.1109/APCCAS.2000.913512
  • Filename
    913512