A Two-Hops State-Aware Routing Strategy Based on Deep Reinforcement Learning for LEO Satellite Networks

A Two-Hops State-Aware Routing Strategy Based on Deep Reinforcement Learning for LEO Satellite Networks

Low Earth Orbit (LEO) satellite networks can provide complete connectivity and worldwide data transmission capability for the internet of things. However, arbitrary flow arrival and uneven traffic load among areas bring about unbalanced traffic distribution over the LEO constellation. Therefore, the...

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Bibliographic Details
Main Authors: Cheng Wang, Huiwen Wang, Weidong Wang
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Electronics
Subjects:
LEO satellite networks
satellite routing
state aware
virtual node
deep reinforcement leaning
Online Access:https://www.mdpi.com/2079-9292/8/9/920

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