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...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Ming Sun, Erzhuang Mei, Shumei Wang, Yanhui Jin
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IEEE 2023-01-01
Edice:	IEEE Access
Témata:	Deep reinforcement learning DDPG unsupervised learning double experience replay channel allocation power control
On-line přístup:	https://ieeexplore.ieee.org/document/10107912/
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!