Collaborative Localization and Location Verification in WSNs

Localization is one of the most important technologies in wireless sensor networks. A lightweight distributed node localization scheme is proposed by considering the limited computational capacity of WSNs. The proposed scheme introduces the virtual force model to determine the location by incrementa...

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Main Authors: Chunyu Miao, Guoyong Dai, Kezhen Ying, Qingzhang Chen
Format: Article
Language:English
Published: MDPI AG 2015-05-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/15/5/10631
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spelling doaj-18f265a2a75f42b691c681f26238c8db2020-11-24T21:44:35ZengMDPI AGSensors1424-82202015-05-01155106311064910.3390/s150510631s150510631Collaborative Localization and Location Verification in WSNsChunyu Miao0Guoyong Dai1Kezhen Ying2Qingzhang Chen3College of Computer Science and Technology, Zhejiang Normal University of Technology, Liuhe Road No. 288, Hangzhou 310023, ChinaCollege of Computer Science and Technology, Zhejiang Normal University of Technology, Liuhe Road No. 288, Hangzhou 310023, ChinaCollege of Computer Science and Technology, Zhejiang Normal University of Technology, Liuhe Road No. 288, Hangzhou 310023, ChinaCollege of Computer Science and Technology, Zhejiang Normal University of Technology, Liuhe Road No. 288, Hangzhou 310023, ChinaLocalization is one of the most important technologies in wireless sensor networks. A lightweight distributed node localization scheme is proposed by considering the limited computational capacity of WSNs. The proposed scheme introduces the virtual force model to determine the location by incremental refinement. Aiming at solving the drifting problem and malicious anchor problem, a location verification algorithm based on the virtual force mode is presented. In addition, an anchor promotion algorithm using the localization reliability model is proposed to re-locate the drifted nodes. Extended simulation experiments indicate that the localization algorithm has relatively high precision and the location verification algorithm has relatively high accuracy. The communication overhead of these algorithms is relative low, and the whole set of reliable localization methods is practical as well as comprehensive.http://www.mdpi.com/1424-8220/15/5/10631cooperative localizationwireless sensor networksvirtual force modellocation verificationreliable localization
collection DOAJ
language English
format Article
sources DOAJ
author Chunyu Miao
Guoyong Dai
Kezhen Ying
Qingzhang Chen
spellingShingle Chunyu Miao
Guoyong Dai
Kezhen Ying
Qingzhang Chen
Collaborative Localization and Location Verification in WSNs
Sensors
cooperative localization
wireless sensor networks
virtual force model
location verification
reliable localization
author_facet Chunyu Miao
Guoyong Dai
Kezhen Ying
Qingzhang Chen
author_sort Chunyu Miao
title Collaborative Localization and Location Verification in WSNs
title_short Collaborative Localization and Location Verification in WSNs
title_full Collaborative Localization and Location Verification in WSNs
title_fullStr Collaborative Localization and Location Verification in WSNs
title_full_unstemmed Collaborative Localization and Location Verification in WSNs
title_sort collaborative localization and location verification in wsns
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2015-05-01
description Localization is one of the most important technologies in wireless sensor networks. A lightweight distributed node localization scheme is proposed by considering the limited computational capacity of WSNs. The proposed scheme introduces the virtual force model to determine the location by incremental refinement. Aiming at solving the drifting problem and malicious anchor problem, a location verification algorithm based on the virtual force mode is presented. In addition, an anchor promotion algorithm using the localization reliability model is proposed to re-locate the drifted nodes. Extended simulation experiments indicate that the localization algorithm has relatively high precision and the location verification algorithm has relatively high accuracy. The communication overhead of these algorithms is relative low, and the whole set of reliable localization methods is practical as well as comprehensive.
topic cooperative localization
wireless sensor networks
virtual force model
location verification
reliable localization
url http://www.mdpi.com/1424-8220/15/5/10631
work_keys_str_mv AT chunyumiao collaborativelocalizationandlocationverificationinwsns
AT guoyongdai collaborativelocalizationandlocationverificationinwsns
AT kezhenying collaborativelocalizationandlocationverificationinwsns
AT qingzhangchen collaborativelocalizationandlocationverificationinwsns
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