Deep Graph Reinforcement Learning Based Intelligent Traffic Routing Control for Software-Defined Wireless Sensor Networks

Deep Graph Reinforcement Learning Based Intelligent Traffic Routing Control for Software-Defined Wireless Sensor Networks

Software-defined wireless sensor networks (SDWSN), where the data and control planes are decoupled, are more suited to handling big sensor data and effectively monitoring dynamic environments and events. To overcome the limitations of using static routing tables under high traffic intensity, such as...

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Bibliographic Details
Main Authors: Ru Huang, Wenfan Guan, Guangtao Zhai, Jianhua He, Xiaoli Chu
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Applied Sciences
Subjects:
software-defined wireless sensor network
intelligent routing control
deep reinforcement learning
graph convolutional network
Online Access:https://www.mdpi.com/2076-3417/12/4/1951

Internet

https://www.mdpi.com/2076-3417/12/4/1951

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