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Automated Calibration of RSS Fingerprinting Based Systems Using a Mobile Robot and Machine Learning

This paper describes an automated method for the calibration of RSS-fingerprinting-based positioning systems. The method assumes using a robotic platform to gather fingerprints in the system environment and using them for training machine learning models. The obtained models are used for positioning...

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Detalles Bibliográficos
Autor principal: Kolakowski, Marcin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8473432/
https://www.ncbi.nlm.nih.gov/pubmed/34577476
http://dx.doi.org/10.3390/s21186270