Deep Q-Network-Based Cooperative Transmission Joint Strategy Optimization Algorithm for Energy Harvesting-Powered Underwater Acoustic Sensor Networks

Deep Q-Network-Based Cooperative Transmission Joint Strategy Optimization Algorithm for Energy Harvesting-Powered Underwater Acoustic Sensor Networks

Cooperative transmission is a promising technology for underwater acoustic sensor networks (UASNs) to ensure the effective collection of underwater information. In this paper, we study the joint relay selection and power allocation problem to maximize the cumulative quality of information transmissi...

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Bibliographic Details
Main Authors: Song Han, Luo Li, Xinbin Li
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
underwater acoustic sensor networks
cooperative transmission
joint relay selection and power allocation
energy harvesting
reinforcement learning
Online Access:https://www.mdpi.com/1424-8220/20/22/6519

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