Path Loss Prediction Based on Machine Learning Techniques: Principal Component Analysis, Artificial Neural Network, and Gaussian Process

Although various linear log-distance path loss models have been developed for wireless sensor networks, advanced models are required to more accurately and flexibly represent the path loss for complex environments. This paper proposes a machine learning framework for modeling path loss using a combi...

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Detalles Bibliográficos
Autores principales: Jo, Han-Shin, Park, Chanshin, Lee, Eunhyoung, Choi, Haing Kun, Park, Jaedon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181246/
https://www.ncbi.nlm.nih.gov/pubmed/32235640
http://dx.doi.org/10.3390/s20071927

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7181246/
https://www.ncbi.nlm.nih.gov/pubmed/32235640
http://dx.doi.org/10.3390/s20071927

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