Joint DDPG and Unsupervised Learning for Channel Allocation and Power Control in Centralized Wireless Cellular Networks

In order to solve the resource allocation problem in scenarios of centralized wireless cellular communication with multiple cells, users and channels, a novel resource allocation algorithm based on joint Deep Deterministic Policy Gradient (DDPG) reinforcement learning and unsupervised learning is pr...

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Автори:	Ming Sun, Erzhuang Mei, Shumei Wang, Yanhui Jin
Формат:	Artigo
Мова:	Inglês
Опубліковано:	IEEE 2023-01-01
Серія:	IEEE Access
Предмети:	Deep reinforcement learning DDPG unsupervised learning double experience replay channel allocation power control
Онлайн доступ:	https://ieeexplore.ieee.org/document/10107912/
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