Multi-Objective Reinforcement Learning for Power Allocation in Massive MIMO Networks: A Solution to Spectral and Energy Trade-Offs

The joint optimization of spectral efficiency (SE) and energy efficiency (EE) through power allocation (PA) techniques is a critical requirement for emerging fifth-generation and beyond networks. The trade-off between SE and EE becomes challenging in the massive multiple-input-multiple-output (MIMO)...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Youngwoo Oh, Arif Ullah, Wooyeol Choi
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	5G and beyond networks energy efficiency massive MIMO multi-objective reinforcement learning power allocation spectral efficiency
Online Access:	https://ieeexplore.ieee.org/document/10375483/