Please use this identifier to cite or link to this item: https://open.uns.ac.rs/handle/123456789/12657
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dc.contributor.authorVučković, Mladenen
dc.contributor.authorPetrović I.en
dc.contributor.authorVidovic D.en
dc.contributor.authorKostovic Z.en
dc.contributor.authorPletl S.en
dc.contributor.authorKukolj, Draganen
dc.date.accessioned2020-03-03T14:49:25Z-
dc.date.available2020-03-03T14:49:25Z-
dc.date.issued2011-12-01en
dc.identifier.isbn9781457714986en
dc.identifier.urihttps://open.uns.ac.rs/handle/123456789/12657-
dc.description.abstractIndoor wireless localization has significant importance in wireless network technology and has wide deployment in a real-time indoor people and objects tracking. Location fingerprinting, which is based on received signal strength measurements, is a frequently used approach for indoor applications. In this paper, we examine the localization fingerprinting method through the enhanced well-known Weighted k-Nearest Neighbour (WkNN) method with MultiDimensional Scaling (MDS) through the post-processing step of transformation of signal-space and physical-space. The aim of this transformation step is to de-correlate and refine initially obtained location estimates. Impact of the variation of space-grid resolution on accuracy of the presented localization techniques is examined. Performances of the initial estimates obtained by the basic and enhanced WkNN localization methods are verified through the experiments with real environment data. © 2011 IEEE.en
dc.relation.ispartof2011 19th Telecommunications Forum, TELFOR 2011 - Proceedings of Papersen
dc.titleSpace grid resolution impact on accuracy of the indoor localization fingerprintingen
dc.typeConference Paperen
dc.identifier.doi10.1109/TELFOR.2011.6143554en
dc.identifier.scopus2-s2.0-84857465478en
dc.identifier.urlhttps://api.elsevier.com/content/abstract/scopus_id/84857465478en
dc.relation.lastpage324en
dc.relation.firstpage321en
item.fulltextNo Fulltext-
item.grantfulltextnone-
crisitem.author.deptFakultet tehničkih nauka, Departman za energetiku, elektroniku i telekomunikacije-
crisitem.author.deptFakultet tehničkih nauka, Departman za računarstvo i automatiku-
crisitem.author.parentorgFakultet tehničkih nauka-
crisitem.author.parentorgFakultet tehničkih nauka-
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