• DocumentCode
    3667218
  • Title

    Enhanced information transmission with generalized Gaussian signal via suprathreshold stochastic resonance

  • Author

    Liyan Xu;Fabing Duan;Yuhao Ren;Derek Abbott

  • Author_Institution
    Institute of Complexity Science, Qingdao University, Qingdao 266071, China
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    We investigate the noise-enhanced information transmission with generalized Gaussian signal via the measure of mutual information, in context of suprathreshold stochastic resonance (SSR). The effects of the noise intensity and the exponent parameter of the input signal on mutual information are discussed. It is shown that the qualitative behavior of SSR does not depend on the actual signal and noise distribution. However, it is found that the exponent parameter of the generalized Gaussian signal distribution has a crucial effect on the position or the maximum value of the mutual information.
  • Keywords
    "Stochastic resonance","Mutual information","Information processing","Gaussian noise","Fluctuations","Noise measurement"
  • Publisher
    ieee
  • Conference_Titel
    Noise and Fluctuations (ICNF), 2015 International Conference on
  • Type

    conf

  • DOI
    10.1109/ICNF.2015.7288631
  • Filename
    7288631