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Enhanced information transmission with generalized Gaussian signal via suprathreshold stochastic resonance

Authors :
Liyan Xu
Fabing Duan
Derek Abbott
Yuhao Ren
Source :
2015 International Conference on Noise and Fluctuations (ICNF).
Publication Year :
2015
Publisher :
IEEE, 2015.

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.

Details

Database :
OpenAIRE
Journal :
2015 International Conference on Noise and Fluctuations (ICNF)
Accession number :
edsair.doi...........0555c9ade1771a46c65bd6facb8d7bd9
Full Text :
https://doi.org/10.1109/icnf.2015.7288631