A Radio Environment Map Updating Mechanism Based on an Attention Mechanism and Siamese Neural Networks

A Radio Environment Map Updating Mechanism Based on an Attention Mechanism and Siamese Neural Networks

A radio environment map (REM) is an effective spectrum management tool. With the increase in the number of mobile devices, the wireless environment changes more and more frequently, bringing new challenges to REM updates. Traditional update methods usually rely on the amount of data collected for up...

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Bibliographic Details
Main Authors: Pan Zhen, Bangning Zhang, Chen Xie, Daoxing Guo
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Sensors
Subjects:
radio environment map
Siamese neural network
attentional mechanisms
crowdsourcing
Online Access:https://www.mdpi.com/1424-8220/22/18/6797

Internet

https://www.mdpi.com/1424-8220/22/18/6797

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