Enhancing Power Allocation in DAS: A Hybrid Machine Learning and Reinforcement Learning Model

This paper presents a novel hybrid approach to optimize downlink power allocation in a Distributed Antenna System (DAS) with many Remote Access Units (RAUs) and User Equipment (UEs) randomly distributed in a single cell. The proposed method combines Machine Learning (ML) for predictive modeling with...

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Bibliographic Details
Main Authors: S. Gnanasekar, K. C. Sriharipriya
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10926833/
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