Reinforcement Learning for Energy-Efficient 5G Massive MIMO: Intelligent Antenna Switching

Marcin Hoffmann; Paweł Kryszkiewicz

doi:10.1109/ACCESS.2021.3113461

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Title

Reinforcement Learning for Energy-Efficient 5G Massive MIMO: Intelligent Antenna Switching

Authors

Marcin Hoffmann (WIiT) ^{[ 1 ][ 2.3 ][ SzD ]}
Paweł Kryszkiewicz (WIiT) ^{[ 1 ][ 2.3 ][ P ]}

^{[ 1 ]} Instytut Radiokomunikacji, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | ^{[ SzD ]} doctoral school student | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2021

Published in

IEEE Access

Journal year: 2021 | Journal volume: vol. 9

Article type

scientific article

Publication language

english

Keywords

EN

Reinforcement Learning
massive MIMO
energy efficiency
radio environment maps
5G
machine learning
wireless communication

Pages (from - to)

130329 - 130339

DOI

10.1109/ACCESS.2021.3113461

URL

https://ieeexplore.ieee.org/document/9540596

License type

CC BY (attribution alone)

Open Access Mode

open journal

Open Access Text Version

final published version

Date of Open Access to the publication

at the time of publication

Ministry points / journal

100

Ministry points / journal in years 2017-2021

100

Impact Factor

3,476

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