Packet Flow Based Reinforcement Learning MAC Protocol for Underwater Acoustic Sensor Networks

Packet Flow Based Reinforcement Learning MAC Protocol for Underwater Acoustic Sensor Networks

Medium access control (MAC) is one of the key requirements in underwater acoustic sensor networks (UASNs). For a MAC protocol to provide its basic function of efficient sharing of channel access, the highly dynamic underwater environment demands MAC protocols to be adaptive as well. Q-learning is on...

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Bibliographic Details
Main Authors: Ibrahim B. Alhassan, Paul D. Mitchell
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
MAC protocols
reinforcement learning
underwater acoustic sensor networks
Online Access:https://www.mdpi.com/1424-8220/21/7/2284

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https://www.mdpi.com/1424-8220/21/7/2284

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