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Analysis of opportunistic localization algorithms based on the linear matrix inequality method

Zorzi, Francesco and Bardella, Andrea and Pérennou, Tanguy and Kang, GuoDong and Zanella, Andrea Analysis of opportunistic localization algorithms based on the linear matrix inequality method. (2010) In: The Second International Workshop on Mobile Opportunistic Networking ACM/SIGMOBILE MobiOpp 2010, 22-23 Feb 2010, Pisa, Italy .

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Official URL: http://doi.acm.org/10.1145/1755743.1755777

Abstract

With the increasing spread of use of mobile devices there is a growing demand for location-aware services in a wide variety of contexts. Yet providing an accurate location estimation is difficult when considering cheap off-the-shelf mobile devices, particularly in indoors or urban environments. In this paper we define and compare different localization algorithms based on an opportunistic paradigm. In particular, we focus on range-free and range-based localization techniques that are based on the solution of a Linear Matrix Inequalities (LMI) problem. The performance achievable with this approach is analyzed in different scenarios, through extensive simulation campaign. Results show that LMI-based schemes, especially the range–based one, are potentially capable of yielding very accurate localization even after a limited number of opportunistic exchange, though performance is rather sensitive to the accuracy of the other nodes' self-localization and to the randomness of the radio channel.

Item Type:Conference or Workshop Item (Lecture)
Additional Information:Copyright ACM, 2010. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version is available at : http://doi.acm.org/10.1145/1755743.1755777
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National des Etudes Spatiales - CNES
French research institutions > Centre National de la Recherche Scientifique - CNRS
Université de Toulouse > Ecole Nationale de l'Aviation Civile - ENAC
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE
Other partners > Northwestern_Polytechnical_University (CHINA)
Other partners > Rockwell Collins (FRANCE)
Other partners > Thales (FRANCE)
Other partners > Telecom ParisTech (FRANCE)
Université de Toulouse > Université Paul Sabatier-Toulouse III - UPS
Other partners > Direction Générale de l’Aviation Civile - DGAC (FRANCE)
Other partners > Università degli Studi di Padova (ITALY)
Laboratory name:
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Deposited By:Tanguy PERENNOU

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