Communication spectrum prediction method based on convolutional gated recurrent unit network

Communication spectrum prediction method based on convolutional gated recurrent unit network

Abstract In modern wireless communication systems, the scarcity of spectrum resources poses challenges to the performance and efficiency of the system. Spectrum prediction technology can help systems better plan and schedule resources to respond to the dynamic changes in spectrum. Dynamic change in...

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Bibliographic Details
Main Authors:	Lige Yuan, Lulu Nie, Yangzhou Hao
Format:	Article
Language:	English
Published:	Nature Portfolio 2024-04-01
Series:	Scientific Reports
Subjects:	Recurrent neural network Convolutional Door control unit Communication spectrum Prediction Radio
Online Access:	https://doi.org/10.1038/s41598-024-56311-y

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