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Identification of NLOS and Multi-Path Conditions in UWB Localization Using Machine Learning Methods

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Outgoing claims: the papers this work cites, builds on, or argues with.

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A decision tree‐based NLOS detection method for the UWB indoor location tracking accuracy improvement
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Random Forests
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Neural Network Localization With TOA Measurements Based on Error Learning and Matching
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Non-Line-of-Sight Identification Based on Unsupervised Machine Learning in Ultra Wideband Systems
inferredcites →https://doi.org/10.1109/icarcv.2018.8581305openalex-snapshot
Improving UWB Based Indoor Positioning in Industrial Environments Through Machine Learning
inferredcites →https://doi.org/10.1109/icct.2013.6820422openalex-snapshot
Experimental researches on an UWB NLOS identification method based on machine learning
inferredcites →https://doi.org/10.1109/ipin.2017.8115877openalex-snapshot
Real-time identification of NLOS range measurements for enhanced UWB localization
inferredcites →https://doi.org/10.1109/ipin.2018.8533697openalex-snapshot
An Analytical Study of Time of Flight Error Estimation in Two-Way Ranging Methods
inferredcites →https://doi.org/10.1109/ipin.2018.8533766openalex-snapshot
Convolutional Neural Networks for Position Estimation in TDoA-Based Locating Systems
inferredcites →https://doi.org/10.1109/ipin.2018.8533781openalex-snapshot
NLOS Detection and Mitigation in Differential Localization Topologies Based on UWB Devices
inferredcites →https://doi.org/10.1109/ipin.2019.8911769openalex-snapshot
Accuracy Assessment and Learned Error Mitigation of UWB ToF Ranging
inferredcites →https://doi.org/10.1109/ipin.2019.8911811openalex-snapshot
A Bidirectional Object Tracking and Navigation System using a True-Range Multilateration Method
inferredcites →https://doi.org/10.1109/iwwan.2004.1525602openalex-snapshot
NLOS ranging error mitigation in a distributed positioning algorithm for indoor UWB ad-hoc networks
inferredcites →https://doi.org/10.1109/jproc.2008.2008762openalex-snapshot
History and Applications of UWB [Scanning the Issue]
inferredcites →https://doi.org/10.1109/jproc.2008.2008846openalex-snapshot
Ranging With Ultrawide Bandwidth Signals in Multipath Environments
inferredcites →https://doi.org/10.1109/jsac.2010.100907openalex-snapshot
NLOS identification and mitigation for localization based on UWB experimental data
inferredcites →https://doi.org/10.1109/rws.2009.4957442openalex-snapshot
A new low complexity NLOS identification approach based on UWB energy detection
inferredcites →https://doi.org/10.1109/sas.2017.7894091openalex-snapshot
Real-time room occupancy estimation with Bayesian machine learning using a single PIR sensor and microcontroller
inferredcites →https://doi.org/10.1109/tcomm.2012.042712.110035openalex-snapshot
A Machine Learning Approach to Ranging Error Mitigation for UWB Localization
inferredcites →https://doi.org/10.1109/tvt.2017.2780121openalex-snapshot
Deep Learning Based NLOS Identification With Commodity WLAN Devices
inferredcites →https://doi.org/10.1109/twc.2014.2372341openalex-snapshot
Non-Line-of-Sight Identification and Mitigation Using Received Signal Strength
inferredcites →https://doi.org/10.1109/twc.2015.2496584openalex-snapshot
Kernel Methods for Accurate UWB-Based Ranging With Reduced Complexity
inferredcites →https://doi.org/10.1109/twc.2020.2967726openalex-snapshot
Machine Learning-Enabled LOS/NLOS Identification for MIMO Systems in Dynamic Environments
inferredcites →https://doi.org/10.1109/vetec.1998.686556openalex-snapshot
Decision theoretic framework for NLOS identification
inferredcites →https://doi.org/10.1109/wcnc.2007.296openalex-snapshot
NLOS Identification and Mitigation for UWB Localization Systems
inferredcites →https://doi.org/10.1109/wpnc.2007.353628openalex-snapshot
NLOS detection algorithms for Ultra-Wideband localization
inferredcites →https://doi.org/10.1109/wpnc.2008.4510359openalex-snapshot
Performance comparison of TOA and TDOA based location estimation algorithms in LOS environment
inferredcites →https://doi.org/10.1109/wpnc47567.2019.8970249openalex-snapshot
A Comparative Study of UWB-based True-Range Positioning Algorithms using Experimental Data
inferredcites →https://doi.org/10.1126/science.1096796openalex-snapshot
Metamaterials and Negative Refractive Index
inferredcites →https://doi.org/10.23919/mikon.2018.8405190openalex-snapshot
Detection of direct path component absence in NLOS UWB channel
inferredcites →https://doi.org/10.3390/app10113980openalex-snapshot
Identification of NLOS and Multi-Path Conditions in UWB Localization Using Machine Learning Methods
inferredcites →https://doi.org/10.3390/s19030616openalex-snapshot
Numerical and Experimental Evaluation of Error Estimation for Two-Way Ranging Methods
inferredcites →https://doi.org/10.3390/s19163464openalex-snapshot
NLOS Identification and Mitigation Using Low-Cost UWB Devices
inferredcites →https://doi.org/10.3390/s19194229openalex-snapshot
Deep Learning-Based LOS and NLOS Identification in Wireless Body Area Networks
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Learning Approach for Angle Estimation Based on Characteristics of Phase Drift
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A New Dataset of People Flow in an Industrial Site with UWB and Motion Capture Systems
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Improving Non-Line-of-Sight Identification in Cellular Positioning Systems Using a Deep Autoencoding and Generative Adversarial Network Model
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Heteroscedastic Bias-Robust Projected Gradient Descent for UWB Localization in Complex Indoor Environments
inferred← citeshttps://doi.org/10.36227/techrxiv.16698469openalex-snapshot
Fundamental Limitations and State-of-the-art Solutions for Target Node Localization in WSNs
inferred← citeshttps://doi.org/10.36227/techrxiv.16698469.v1openalex-snapshot
Fundamental Limitations and State-of-the-art Solutions for Target Node Localization in WSNs
inferred← citeshttps://doi.org/10.48550/arxiv.2302.07706openalex-snapshot
Bidirectional UWB Localization: A Review on an Elastic Positioning Scheme for GNSS-deprived Zones
inferred← citeshttps://doi.org/10.70675/701d8c83zdadaz43c1zb62cza9c2645b7212openalex-snapshot
Robust Indoor Localization with RF-Light Fusion in Dynamic Environments
inferred← citeshttps://doi.org/10.70675/b47d8aa1z5e06z4c51zadfbz212a2d2328ffopenalex-snapshot
Localisation en intérieur à bande ultra large (UWB) et Reconnaissance d'actions industrielles
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