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Recurrent Neural Network Based Link Quality Prediction for Fluctuating Low Power Wireless Links

One of the main methods for link quality prediction is to predict the physical layer parameters first, and then evaluate the link quality based on the mapping models between such parameters and packet reception ratio (PRR). However, existing methods often ignore the temporal correlations of physical...

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Detalles Bibliográficos
Autores principales: Xu, Ming, Liu, Wei, Xu, Jinwei, Xia, Yu, Mao, Jing, Xu, Cheng, Hu, Shunren, Huang, Daqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838954/
https://www.ncbi.nlm.nih.gov/pubmed/35161954
http://dx.doi.org/10.3390/s22031212