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Hybrid NOMA/OMA-Based Dynamic Power Allocation Scheme Using Deep Reinforcement Learning in 5G Networks

Non-orthogonal multiple access (NOMA) is considered a potential technique in fifth-generation (5G). Nevertheless, it is relatively complex when applying NOMA to a massive access scenario. Thus, in this paper, a hybrid NOMA/OMA scheme is considered for uplink wireless transmission systems where multi...

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Principais autores: Hoang Thi Huong Giang, Tran Nhut Khai Hoan, Pham Duy Thanh, Insoo Koo
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2020-06-01
Serier:Applied Sciences
Fag:
NOMA
energy harvesting
deep actor-critic reinforcement learning
power allocation
user-pairing
Online adgang:https://www.mdpi.com/2076-3417/10/12/4236
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