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Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm
We study wireless indoor positioning systems where multiple synchronized infrastructure devices simultaneously receive signals from an object of interest whose arrival times are measured. The positioning performance is degraded by unresolvable channel multipath and non-line-of-sight (NLOS) reflction...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313693/ https://www.ncbi.nlm.nih.gov/pubmed/32517133 http://dx.doi.org/10.3390/s20113223 |
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author | Hua, Cheng Zhao, Kun Dong, Danan Zheng, Zhengqi Yu, Chao Zhang, Yu Zhao, Tiantian |
author_facet | Hua, Cheng Zhao, Kun Dong, Danan Zheng, Zhengqi Yu, Chao Zhang, Yu Zhao, Tiantian |
author_sort | Hua, Cheng |
collection | PubMed |
description | We study wireless indoor positioning systems where multiple synchronized infrastructure devices simultaneously receive signals from an object of interest whose arrival times are measured. The positioning performance is degraded by unresolvable channel multipath and non-line-of-sight (NLOS) reflctions which cause a bias in the time difference of arrival (TDOA) measurements. In order to reduce the negative effect of multi-path, a Multi-Path Map (MPM) method based on spatial domain modeling principle in the reverse positioning framework with good robustness is proposed. Meanwhile, an improved non-linear iterative algorithm with height component constrained which reduces the complexity is introduced to calculate the coordinates so that the performance of the MPM can be verified. By using the MPM measurements as pre-calibration information to compensate the TDOA observed value, the accuracy of the cooperative location based on a UWB device is 6.45 cm, which achieves 63% improvement than that of none MPM used. |
format | Online Article Text |
id | pubmed-7313693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73136932020-06-29 Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm Hua, Cheng Zhao, Kun Dong, Danan Zheng, Zhengqi Yu, Chao Zhang, Yu Zhao, Tiantian Sensors (Basel) Letter We study wireless indoor positioning systems where multiple synchronized infrastructure devices simultaneously receive signals from an object of interest whose arrival times are measured. The positioning performance is degraded by unresolvable channel multipath and non-line-of-sight (NLOS) reflctions which cause a bias in the time difference of arrival (TDOA) measurements. In order to reduce the negative effect of multi-path, a Multi-Path Map (MPM) method based on spatial domain modeling principle in the reverse positioning framework with good robustness is proposed. Meanwhile, an improved non-linear iterative algorithm with height component constrained which reduces the complexity is introduced to calculate the coordinates so that the performance of the MPM can be verified. By using the MPM measurements as pre-calibration information to compensate the TDOA observed value, the accuracy of the cooperative location based on a UWB device is 6.45 cm, which achieves 63% improvement than that of none MPM used. MDPI 2020-06-05 /pmc/articles/PMC7313693/ /pubmed/32517133 http://dx.doi.org/10.3390/s20113223 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 | Letter Hua, Cheng Zhao, Kun Dong, Danan Zheng, Zhengqi Yu, Chao Zhang, Yu Zhao, Tiantian Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title | Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title_full | Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title_fullStr | Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title_full_unstemmed | Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title_short | Multipath Map Method for TDOA Based Indoor Reverse Positioning System with Improved Chan-Taylor Algorithm |
title_sort | multipath map method for tdoa based indoor reverse positioning system with improved chan-taylor algorithm |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313693/ https://www.ncbi.nlm.nih.gov/pubmed/32517133 http://dx.doi.org/10.3390/s20113223 |
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