Parametric Loop Division for 3D Localization in Wireless Sensor Networks

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aut.relation.articlenumber1697en_NZ
aut.relation.endpage32
aut.relation.issue7en_NZ
aut.relation.journalSensorsen_NZ
aut.relation.startpage1
aut.relation.volume17en_NZ
aut.researcherLi, Xuejun
dc.contributor.authorAhmad, Ten_NZ
dc.contributor.authorLi, XJen_NZ
dc.contributor.authorSeet, B-Cen_NZ
dc.date.accessioned2020-06-19T04:35:23Z
dc.date.available2020-06-19T04:35:23Z
dc.date.copyright2017en_NZ
dc.date.issued2017en_NZ
dc.description.abstractLocalization in Wireless Sensor Networks (WSNs) has been an active topic for more than two decades. A variety of algorithms were proposed to improve the localization accuracy. However, they are either limited to two-dimensional (2D) space, or require specific sensor deployment for proper operations. In this paper, we proposed a three-dimensional (3D) localization scheme for WSNs based on the well-known parametric Loop division (PLD) algorithm. The proposed scheme localizes a sensor node in a region bounded by a network of anchor nodes. By iteratively shrinking that region towards its center point, the proposed scheme provides better localization accuracy as compared to existing schemes. Furthermore, it is cost-effective and independent of environmental irregularity. We provide an analytical framework for the proposed scheme and find its lower bound accuracy. Simulation results shows that the proposed algorithm provides an average localization accuracy of 0.89 m with a standard deviation of 1.2 m.
dc.identifier.citationSensors 2017, 17, 1697
dc.identifier.doi10.3390/s17071697en_NZ
dc.identifier.issn1424-2818en_NZ
dc.identifier.urihttps://hdl.handle.net/10292/13413
dc.publisherMDPI AGen_NZ
dc.relation.urihttp://www.mdpi.com/1424-8220/17/7/1697en_NZ
dc.rightsThis is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
dc.rights.accessrightsOpenAccessen_NZ
dc.subjectParametric loop division; Triangulation; Centroid; Range-free localization; Wireless sensor networks
dc.titleParametric Loop Division for 3D Localization in Wireless Sensor Networksen_NZ
dc.typeJournal Article
pubs.elements-id286061
pubs.organisational-data/AUT
pubs.organisational-data/AUT/Design & Creative Technologies
pubs.organisational-data/AUT/Design & Creative Technologies/Engineering, Computer & Mathematical Sciences
pubs.organisational-data/AUT/PBRF
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies
pubs.organisational-data/AUT/PBRF/PBRF Design and Creative Technologies/PBRF ECMS
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