DocumentCode :
2255365
Title :
Utility based node selection scheme for cooperative localization
Author :
Hadzic, Senka ; Rodriguez, Jonathan
Author_Institution :
Inst. de Telecomun., Aveiro, Portugal
fYear :
2011
fDate :
21-23 Sept. 2011
Firstpage :
1
Lastpage :
6
Abstract :
Cooperative positioning is a popular approach for indoor localization, which significantly outperforms conventional positioning techniques. This paper presents a method for iterative node localization, with a relatively small number of initial anchor nodes. In order to reduce error propagation in iterative schemes, it is necessary to use only reliable information among nodes. We introduce a reference node selection strategy based on utility functions. The method is completely distributed and involves only information from local neighborhood. Compared to the nearest neighbor and random node selection scheme, simulation results show that selecting subsets of nodes with highest utility values leads to more accurate position estimates.
Keywords :
Global Positioning System; iterative methods; cooperative localization; cooperative positioning; error propagation reduction; indoor localization; initial anchor nodes; iterative node localization; local neighborhood; nearest neighbor scheme; random node selection scheme; reference node selection strategy; utility based node selection scheme; Accuracy; Computational complexity; Distance measurement; Geometry; Optimization; Search methods; Uncertainty; multilateration; node selection; utility;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Indoor Positioning and Indoor Navigation (IPIN), 2011 International Conference on
Conference_Location :
Guimaraes
Print_ISBN :
978-1-4577-1805-2
Electronic_ISBN :
978-1-4577-1803-8
Type :
conf
DOI :
10.1109/IPIN.2011.6071914
Filename :
6071914
Link To Document :
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