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
Conference proceedings
2019 International Conference on Engineering and Telecommunication, EnT 2019
Publisher
Institute of Electrical and Electronics Engineers Inc.
Language
English
State
Published
DOI
10.1109/ENT47717.2019.9030542
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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FUNGAL PLANET DESCRIPTION SHEETS: 951–1041

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