Performance of Q-learning based resource allocation for D2D communications in heterogeneous networks

This study investigates energy efficiency issues of device-to-device (D2D) communications in heterogeneous networks. To minimize the total transmitted power, an approach based on Q-learning together with adaptive ɛ-greedy is proposed to optimize the connection of user equipment (UE) with base statio...

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Detalhes bibliográficos

Principais autores:	Shu-Hung Lee, Xiao-Pei Shi, Tan-Hsu Tan, Yu-Lin Lee, Yung-Fa Huang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2023-12-01
coleção:	ICT Express
Assuntos:	Device-to-device (D2D) communications Heterogeneous networks Q-learning Exploration and exploitation Adaptive ɛ-greedy
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2405959523000127
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