FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism

FCN-Attention: A deep learning UWB NLOS/LOS classification algorithm using fully convolution neural network with self-attention mechanism

ABSTRACTThe Ultra-Wideband (UWB) Location-Based Service is receiving more and more attention due to its high ranging accuracy and good time resolution. However, the None-Line-of-Sight (NLOS) propagation may reduce the ranging accuracy for UWB localization system in indoor environment. So it is impor...

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Bibliographic Details
Main Authors: Yu Pei, Ruizhi Chen, Deren Li, Xiongwu Xiao, Xingyu Zheng
Format: Article
Language:English
Published: Taylor & Francis Group 2023-03-01
Series:Geo-spatial Information Science
Subjects:
Ultra Wideband (UWB)
None-line-of-sight (NLOS) identification
channel impulse response (CIR)
deep learning
fully convolution network
self-attention mechanism
Online Access:https://www.tandfonline.com/doi/10.1080/10095020.2023.2178334

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