Novel Classification Method to Predict the Accuracy of UWB Ranging Estimates

Novel Classification Method to Predict the Accuracy of UWB Ranging Estimates

Real time location systems (RTLSs) are becoming more relevant in a more data driven economy and society due to their wide range of application cases. When the location of an object needs to be tracked with high accuracy, ultra wideband (UWB) technology is usually the best option. Nevertheless, UWB r...

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Bibliographic Details
Main Authors: Meritxell Arsuaga, Aitor Ochoa-De-Eribe-Landaberea, Leticia Zamora-Cadenas, Saioa Arrizabalaga, Igone Velez
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
DWM1000
machine learning
random forest
ranging errors
real time location system
ultra wideband
Online Access:https://ieeexplore.ieee.org/document/10453569/

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