Optimizing UAV Location for Deployment in Cell-Free Massive MIMO Networks Using a Soft Actor-Critic Reinforcement Learning

Optimizing UAV Location for Deployment in Cell-Free Massive MIMO Networks Using a Soft Actor-Critic Reinforcement Learning

The uncrewed aerial vehicles (UAVs) communication network has recently garnered significant attention and motivation in academic and industrial research due to its flexible mobility concept in providing dynamic coverage in hotspot or congested areas with frequent user demand. While UAVs offer reliab...

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Bibliographic Details
Main Authors: Okello Kenneth, Elijah Mwangi, Dominic Bernard Onyango Konditi
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Cell-free access points (CF-AP)
uncrewed aerial vehicles (UAVs)
soft actor-critic (SAC)
non-convex optimization
deep reinforcement learning (DRL)
Online Access:https://ieeexplore.ieee.org/document/11096599/
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https://ieeexplore.ieee.org/document/11096599/

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