A Neural Network Simulator of a Nonstationary Medium in an Adaptive Data Transmission System

A. A. Nevzorov; A. A. Orlov; D. A. Stankevich

doi:10.1134/S1063785019070241

A Neural Network Simulator of a Nonstationary Medium in an Adaptive Data Transmission System

Authors: Nevzorov A.A.¹, Orlov A.A.¹, Stankevich D.A.¹
Affiliations:
1. Volgograd State University
Issue: Vol 45, No 7 (2019)
Pages: 694-696
Section: Article
URL: https://journal-vniispk.ru/1063-7850/article/view/208368
DOI: https://doi.org/10.1134/S1063785019070241
ID: 208368

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Abstract

A new method of optimization of the data transmission channel is described that is based on the use of a neural network simulator of a nonstationary physical medium. Experiments showed that, in cases of a low signal to noise ratio, the proposed method allows the reception error probability to be reduced to a level corresponding to the binary phase shift keying.