Zorzi, Francesco and Bardella, Andrea and Pérennou, Tanguy and Kang, GuoDong and Sottile, Francesco and Zanella, Andrea Exploiting opportunistic interactions for localization in heterogeneous wireless systems. (2011) In: JNCW 2011, 01-02 Mars 2011, Paris, France.
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This paper addresses the problem of localization in mobile networks. Our goal is to make localization possible even for off-the-shelf communication devices like smartphones or sensor nodes, not equipped with GPS or operating in areas where the GPS does not work well. In our approach, a user estimates its position by exploiting opportunistic exchanges with other devices (peer devices). The localization information provided by peers include their own position estimation and can be used even though it may be highly inaccurate. In a heterogeneous setup, peers can provide different ranging technologies (e.g. RSSI and UWB). We investigate the performance of two existing localization algorithms based on Weighted Centroid (WC) and Linear Matrix Inequalities (LMI) under different conditions of accuracy and heterogeneity. The study is performed by means of simulations that, however, make use of realistic ranging models, derived from an extensive set of RSSI and UWB measurements. The simulation results show that in most cases LMI provides a better user position estimation than WC, with an error of 1 to 4 meters for 10 opportunistic interactions, and that heterogeneity of peer positioning accuracy has a limited but positive impact on the localization performance.
|Item Type:||Conference or Workshop Item (Lecture)|
|Audience (conference):||International conference proceedings|
|Institution:|| Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE|
Other partners > Consorzio Ferrara Ricerche - CFR (ITALY)
Other partners > Consorzio Nazionale Interuniversitario per le Telecomunicazioni - CNIT (ITALY)
Other partners > Istituto Superiore Mario Boella - ISMB (ITALY)
Other partners > University of Padova (ITALY)
Department of Information Engineering (Padova, Italie)
Laboratoire d'Analyse et d'Architecture des Systèmes - LAAS (Toulouse, France) - Outils Logiciels pour la Communication - OLC
Département de Mathématiques, Informatique, Automatique - DMIA (Toulouse, France) - Modelisation et Architecture des Systèmes - MARS
|Deposited By:||Tanguy PERENNOU|
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