Back to Search Start Over

Capacity of very noisy channels based on Fisher information

Authors :
Duan, Fabing
Chapeau-Blondeau, François
Abbott, Derek
Qingdao University
Laboratoire Angevin de Recherche en Ingénierie des Systèmes (LARIS)
Université d'Angers (UA)
Interloire
Source :
Scientific Reports, Scientific Reports, Nature Publishing Group, 2016, 6 (27946), pp.1-8. ⟨10.1038/srep27946⟩
Publication Year :
2016
Publisher :
HAL CCSD, 2016.

Abstract

International audience; We generalize the asymptotic capacity expression for very noisy communication channels to now include coloured noise. For the practical scenario of a non-optimal receiver, we consider the common case of a correlation receiver. Due to the central limit theorem and the cumulative characteristic of a correlation receiver, we model this channel noise as additive Gaussian noise. Then, the channel capacity proves to be directly related to the Fisher information of the noise distribution and the weak signal energy. The conditions for occurrence of a noise-enhanced capacity effect are discussed, and the capacity difference between this noisy communication channel and other nonlinear channels is clarified.

Details

Language :
English
ISSN :
20452322
Database :
OpenAIRE
Journal :
Scientific Reports, Scientific Reports, Nature Publishing Group, 2016, 6 (27946), pp.1-8. ⟨10.1038/srep27946⟩
Accession number :
edsair.dedup.wf.001..fafdcec2f1964f731a08443c6b9d18c0
Full Text :
https://doi.org/10.1038/srep27946⟩