Deep PC-MAC: a deep reinforcement learning pointer-critic media access protocol

Developing artificial intelligence (AI) solutions for communication problems is one of the hottest topics nowadays. This article presents Deep PC-MAC, a novel deep reinforcement learning (DRL) solution to solve the fair coexistence problem (FCP) between heterogeneous nodes in the unlicensed bands. I...

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Bibliographic Details
Main Author: Al-Tam, Faroq (author)
Other Authors: Mazayev, Andriy (author), Correia, Noélia (author), Rodriguez, J. (author)
Format: conferenceObject
Language:eng
Published: 2021
Subjects:
5G
Deep reinforcement learning
MAC
Unlicensed bands
CSMA/CA
LTE-LAA
LTE-U
WiFi
Coexistence
Computer Science; Telecommunications
Online Access:http://hdl.handle.net/10400.1/16611
Country:Portugal
Oai:oai:sapientia.ualg.pt:10400.1/16611

Internet

http://hdl.handle.net/10400.1/16611

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