Please use this identifier to cite or link to this item: https://open.uns.ac.rs/handle/123456789/12657
Title: Space grid resolution impact on accuracy of the indoor localization fingerprinting
Authors: Vučković, Mladen 
Petrović I.
Vidovic D.
Kostovic Z.
Pletl S.
Kukolj, Dragan 
Issue Date: 1-Dec-2011
Journal: 2011 19th Telecommunications Forum, TELFOR 2011 - Proceedings of Papers
Abstract: Indoor 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.
URI: https://open.uns.ac.rs/handle/123456789/12657
ISBN: 9781457714986
DOI: 10.1109/TELFOR.2011.6143554
Appears in Collections:FTN Publikacije/Publications

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