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A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation

Wi-Fi-based indoor position sensing solutions have the advantages of easy integration in mobile phones and low cost by using existing Wi-Fi access points. The mainstream methods are commonly based on the received signal strength indicator (RSSI), which suffers from multipath interference in complica...

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Detalles Bibliográficos
Autores principales: Xie, Tuo, Jiang, Hanjun, Zhao, Xijin, Zhang, Chun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767237/
https://www.ncbi.nlm.nih.gov/pubmed/31540137
http://dx.doi.org/10.3390/s19183983
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author Xie, Tuo
Jiang, Hanjun
Zhao, Xijin
Zhang, Chun
author_facet Xie, Tuo
Jiang, Hanjun
Zhao, Xijin
Zhang, Chun
author_sort Xie, Tuo
collection PubMed
description Wi-Fi-based indoor position sensing solutions have the advantages of easy integration in mobile phones and low cost by using existing Wi-Fi access points. The mainstream methods are commonly based on the received signal strength indicator (RSSI), which suffers from multipath interference in complicated indoor environments. Through the in-depth analysis of the multipath interference, an RSSI-assisted time difference of arrival (TDoA) method is proposed for Wi-Fi-based indoor position sensing in this work. The key idea is to compensate for the multipath interference in the received signals based on the coarse estimation using RSSI and TDoA calculation. A prototype system has been implemented to validate the proposed method. Experimental results have demonstrated the effectiveness of the proposed method, especially for handling the multipath interference with small propagation delay difference. Experimental results show that the indoor position sensing system can achieve a 90th percentile error of 0.3 m. The proposed method can also achieve moderate computational complexity and moderate real-time performance compared to other methods.
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spelling pubmed-67672372019-10-02 A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation Xie, Tuo Jiang, Hanjun Zhao, Xijin Zhang, Chun Sensors (Basel) Article Wi-Fi-based indoor position sensing solutions have the advantages of easy integration in mobile phones and low cost by using existing Wi-Fi access points. The mainstream methods are commonly based on the received signal strength indicator (RSSI), which suffers from multipath interference in complicated indoor environments. Through the in-depth analysis of the multipath interference, an RSSI-assisted time difference of arrival (TDoA) method is proposed for Wi-Fi-based indoor position sensing in this work. The key idea is to compensate for the multipath interference in the received signals based on the coarse estimation using RSSI and TDoA calculation. A prototype system has been implemented to validate the proposed method. Experimental results have demonstrated the effectiveness of the proposed method, especially for handling the multipath interference with small propagation delay difference. Experimental results show that the indoor position sensing system can achieve a 90th percentile error of 0.3 m. The proposed method can also achieve moderate computational complexity and moderate real-time performance compared to other methods. MDPI 2019-09-14 /pmc/articles/PMC6767237/ /pubmed/31540137 http://dx.doi.org/10.3390/s19183983 Text en © 2019 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
Xie, Tuo
Jiang, Hanjun
Zhao, Xijin
Zhang, Chun
A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title_full A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title_fullStr A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title_full_unstemmed A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title_short A Wi-Fi-Based Wireless Indoor Position Sensing System with Multipath Interference Mitigation
title_sort wi-fi-based wireless indoor position sensing system with multipath interference mitigation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767237/
https://www.ncbi.nlm.nih.gov/pubmed/31540137
http://dx.doi.org/10.3390/s19183983
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