Analysis of Machine Learning-Based NLOS Signal Identification Algorithm for UWB Indoor Localization Using CIR Waveform Features

Ultra-wideband (UWB) technology stands out among numerous indoor positioning techniques due to its high operating frequency, low interception capability, resistance to multipath effects, and strong penetration. The UWB uses the time-of-arrival (TOA) to estimate the distance between the transmitter a...

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Bibliographic Details
Published in:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Main Authors: K. Wang, C. Yang
Format: Article
Language:English
Published: Copernicus Publications 2024-10-01
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-4-2024/705/2024/isprs-archives-XLVIII-4-2024-705-2024.pdf