DocumentCode :
3441625
Title :
Using QR-Updating with Reduced Complexity for Precise Localization in Mobile Sensor Networks
Author :
Reichenbach, Frank ; Lieckfeldt, Dominik ; Timmermann, Dirk
Author_Institution :
Inst. of Appl. Microelectron. & Comput. Eng., Univ. of Rostock, Warnemuende
fYear :
2008
fDate :
5-8 May 2008
Firstpage :
432
Lastpage :
439
Abstract :
Localizing tiny sensor nodes in large wireless sensor networks is extremely complex, due to the node\´s strict resource limitations regarding memory size, processor performance and overall battery capacity. Moreover, in case of mobile nodes the developing process for localization methods is even more challenging. This paper presents an efficient approach for localization in mobile sensor networks, which is based on an extension of the already known "distributed least squares (DLS)"-algorithm. The extension consist of a mobile phase, where sensor nodes update their initial position by QR- factorization. We show in extensive simulations that the mobile DLS-algorithm leaves only minimal computations at the resource constrained sensor nodes.
Keywords :
least squares approximations; matrix algebra; mobile radio; wireless sensor networks; QR-factorization; distributed least squares algorithm; mobile sensor networks; sensor node localization; wireless sensor networks; Acceleration; Bayesian methods; Capacitive sensors; Energy consumption; Filtering; Least squares methods; Mobile computing; Particle filters; Sensor phenomena and characterization; Wireless sensor networks; localization; mobile sensor networks; positioning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Networks and Services Research Conference, 2008. CNSR 2008. 6th Annual
Conference_Location :
Halifax, NS
Print_ISBN :
978-0-7695-3135-9
Type :
conf
DOI :
10.1109/CNSR.2008.12
Filename :
4519891
Link To Document :
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