Artificial neural networks in digital antenna arrays

The possibility of using a multilayer neural network of direct distribution in the basis of a beam forming scheme of a digital antenna array is shown. The features of the software implementation of the simulation model of a beamforming scheme based on a multilayer direct distribution neural network and its learning algorithm are described. © 2019 IEEE.

Authors
Kondratieva S.1 , Ovchinnikova E.1 , Shmachilin P.1 , Anosova N. 2
Publisher
Institute of Electrical and Electronics Engineers Inc.
Language
English
Status
Published
Number
9030542
Year
2019
Organizations
  • 1 Moscow Aviation Institute, National Research University, Moscow, Russian Federation
  • 2 Peoples' Friendship University of Russia, Moscow, Russian Federation
Keywords
Artificial intelligence; Digital antenna array; Digital beam forming scheme; Digital signal processing; Neural network
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