A Low Complexity Asynchronous UWB TDOA Localization Method

Impulse-radio ultrawideband (IR-UWB) is a promising technique for indoor localization due to its high accuracy and robustness against multipath interferences. In this paper, to deal with the synchronization challenges among anchors in traditional time-difference-of-arrival (TDOA) localization system...

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Main Authors: Liyuan Song, Hongliang Zou, Tingting Zhang
Format: Article
Language:English
Published: SAGE Publishing 2015-10-01
Series:International Journal of Distributed Sensor Networks
Online Access:https://doi.org/10.1155/2015/675490
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spelling doaj-dac224258455438b9a0e2e73a71458292020-11-25T03:34:12ZengSAGE PublishingInternational Journal of Distributed Sensor Networks1550-14772015-10-011110.1155/2015/675490675490A Low Complexity Asynchronous UWB TDOA Localization MethodLiyuan SongHongliang ZouTingting ZhangImpulse-radio ultrawideband (IR-UWB) is a promising technique for indoor localization due to its high accuracy and robustness against multipath interferences. In this paper, to deal with the synchronization challenges among anchors in traditional time-difference-of-arrival (TDOA) localization systems, we propose an asynchronous TDOA (ATDOA) localization method. Based on the ranging error model, we derive the theoretical lower bounds as the performance metrics of localization accuracy. Compared with the ideal TDOA method, ATDOA degrades on localization accuracy for eliminating the high accuracy synchronization requirements, which is pretty much attractive in energy and complexity limited scenarios. Based on the performance analysis, we show that there exists optimal anchor deployment in ATDOA that minimizes the localization errors. We also formulate the relationship between this optimal deployment and the size of the covered area, which is meaningful in both theoretical analysis and practical system designs.https://doi.org/10.1155/2015/675490
collection DOAJ
language English
format Article
sources DOAJ
author Liyuan Song
Hongliang Zou
Tingting Zhang
spellingShingle Liyuan Song
Hongliang Zou
Tingting Zhang
A Low Complexity Asynchronous UWB TDOA Localization Method
International Journal of Distributed Sensor Networks
author_facet Liyuan Song
Hongliang Zou
Tingting Zhang
author_sort Liyuan Song
title A Low Complexity Asynchronous UWB TDOA Localization Method
title_short A Low Complexity Asynchronous UWB TDOA Localization Method
title_full A Low Complexity Asynchronous UWB TDOA Localization Method
title_fullStr A Low Complexity Asynchronous UWB TDOA Localization Method
title_full_unstemmed A Low Complexity Asynchronous UWB TDOA Localization Method
title_sort low complexity asynchronous uwb tdoa localization method
publisher SAGE Publishing
series International Journal of Distributed Sensor Networks
issn 1550-1477
publishDate 2015-10-01
description Impulse-radio ultrawideband (IR-UWB) is a promising technique for indoor localization due to its high accuracy and robustness against multipath interferences. In this paper, to deal with the synchronization challenges among anchors in traditional time-difference-of-arrival (TDOA) localization systems, we propose an asynchronous TDOA (ATDOA) localization method. Based on the ranging error model, we derive the theoretical lower bounds as the performance metrics of localization accuracy. Compared with the ideal TDOA method, ATDOA degrades on localization accuracy for eliminating the high accuracy synchronization requirements, which is pretty much attractive in energy and complexity limited scenarios. Based on the performance analysis, we show that there exists optimal anchor deployment in ATDOA that minimizes the localization errors. We also formulate the relationship between this optimal deployment and the size of the covered area, which is meaningful in both theoretical analysis and practical system designs.
url https://doi.org/10.1155/2015/675490
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AT hongliangzou alowcomplexityasynchronousuwbtdoalocalizationmethod
AT tingtingzhang alowcomplexityasynchronousuwbtdoalocalizationmethod
AT liyuansong lowcomplexityasynchronousuwbtdoalocalizationmethod
AT hongliangzou lowcomplexityasynchronousuwbtdoalocalizationmethod
AT tingtingzhang lowcomplexityasynchronousuwbtdoalocalizationmethod
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