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

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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Bibliographic Details
Main Authors: Tingwei Zhang, Peng Zhang, Paris Kalathas, Guangxin Wang, Huaping Liu
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
machine learning
ANN
AOA
RSSI
indoor positioning
Online Access:https://www.mdpi.com/1424-8220/22/17/6404

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