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A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach

Time difference of arrival (TDoA) technology is widely utilized for source localization, which stimulates many studies on performance-evaluation approaches for TDoA localization systems. Some approaches using simulations are designed merely for a simple Line-of-Sight (LoS) scenario while some other...

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Autores principales: Ye, Xiaokang, Rodríguez-Piñeiro, José, Liu, Yuan, Yin, Xuefeng, Pérez Yuste, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070722/
https://www.ncbi.nlm.nih.gov/pubmed/32075121
http://dx.doi.org/10.3390/s20041035
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author Ye, Xiaokang
Rodríguez-Piñeiro, José
Liu, Yuan
Yin, Xuefeng
Pérez Yuste, Antonio
author_facet Ye, Xiaokang
Rodríguez-Piñeiro, José
Liu, Yuan
Yin, Xuefeng
Pérez Yuste, Antonio
author_sort Ye, Xiaokang
collection PubMed
description Time difference of arrival (TDoA) technology is widely utilized for source localization, which stimulates many studies on performance-evaluation approaches for TDoA localization systems. Some approaches using simulations are designed merely for a simple Line-of-Sight (LoS) scenario while some other ones using experiments show high cost and inefficiency. This paper proposes an integrated approach to evaluate a TDoA localization system in an area with a complicated environment. Radio propagation graph is applied through a simulation to obtain channel impulse responses (CIRs) between a source to be located and the TDoA sensors for the area. Realistic signals received by the sensors in baseband are emulated combining the source transmitted signal and the CIRs. A hardware unit takes charge of sending the radio emulated received signals to the system under test, which is consistent with real experimental measurements. Statistical analysis of the system is allowed based on localization errors obtained comparing the system’s estimates with the ground truth of the source location. Verified results for LoS and non-LoS scenarios with variable transmitted signal bandwidths and signal-to-noise ratios, as well as for three variations of the sensor locations in an automobile circuit, show the usability of the proposed experiment-free performance-evaluation approach.
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spelling pubmed-70707222020-03-19 A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach Ye, Xiaokang Rodríguez-Piñeiro, José Liu, Yuan Yin, Xuefeng Pérez Yuste, Antonio Sensors (Basel) Article Time difference of arrival (TDoA) technology is widely utilized for source localization, which stimulates many studies on performance-evaluation approaches for TDoA localization systems. Some approaches using simulations are designed merely for a simple Line-of-Sight (LoS) scenario while some other ones using experiments show high cost and inefficiency. This paper proposes an integrated approach to evaluate a TDoA localization system in an area with a complicated environment. Radio propagation graph is applied through a simulation to obtain channel impulse responses (CIRs) between a source to be located and the TDoA sensors for the area. Realistic signals received by the sensors in baseband are emulated combining the source transmitted signal and the CIRs. A hardware unit takes charge of sending the radio emulated received signals to the system under test, which is consistent with real experimental measurements. Statistical analysis of the system is allowed based on localization errors obtained comparing the system’s estimates with the ground truth of the source location. Verified results for LoS and non-LoS scenarios with variable transmitted signal bandwidths and signal-to-noise ratios, as well as for three variations of the sensor locations in an automobile circuit, show the usability of the proposed experiment-free performance-evaluation approach. MDPI 2020-02-14 /pmc/articles/PMC7070722/ /pubmed/32075121 http://dx.doi.org/10.3390/s20041035 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ye, Xiaokang
Rodríguez-Piñeiro, José
Liu, Yuan
Yin, Xuefeng
Pérez Yuste, Antonio
A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title_full A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title_fullStr A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title_full_unstemmed A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title_short A Novel Experiment-Free Site-Specific TDoA Localization Performance-Evaluation Approach
title_sort novel experiment-free site-specific tdoa localization performance-evaluation approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7070722/
https://www.ncbi.nlm.nih.gov/pubmed/32075121
http://dx.doi.org/10.3390/s20041035
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