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A Machine Learning Approach to Improve Ranging Accuracy with AoA and RSSI

Ranging accuracy is a critical parameter in time-based indoor positioning systems. Indoor environments often have complex structures, which make centimeter-level-accurate ranging a challenging task. This study proposes a new distance measurement method to decrease the ranging error in multipath envi...

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Detalles Bibliográficos
Autores principales: Zhang, Tingwei, Zhang, Peng, Kalathas, Paris, Wang, Guangxin, Liu, Huaping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459702/
https://www.ncbi.nlm.nih.gov/pubmed/36080862
http://dx.doi.org/10.3390/s22176404