DocumentCode :
2446566
Title :
DLS: A Resource-Aware Localization Algorithm with High Precision in Large Wireless Sensor Networks
Author :
Reichenbach, Frank ; Salzmann, Jakob ; Timmermann, Dirk ; Born, Alexander ; Bill, Ralf
Author_Institution :
Univ. of Rostock, Rostock
fYear :
2007
fDate :
22-22 March 2007
Firstpage :
247
Lastpage :
254
Abstract :
One of the key issues in large wireless sensor networks is a precise position determination of every node with minimal hardware requirements and lowest energy consumption. Exact localization techniques, which are prone to input errors, are resource-intensive and not feasible on simple sensor nodes without adaptations. The key mechanism is to effectively split the complex computation and distribute the communication load across all nodes. Therefore, we present the "distributed least squares" (DLS)-algorithm. DLS is a resource-aware localization method that achieves 47% computation savings and 86% energy savings compared to the reference method, a "fully distributed multilateration" on every sensor node.
Keywords :
distributed algorithms; least squares approximations; resource allocation; wireless sensor networks; communication load; complex computation; distributed least squares algorithm; fully distributed multilateration; resource-aware localization algorithm; sensor nodes; wireless sensor networks; Computer networks; Distributed computing; Geophysics computing; Global Positioning System; Hardware; Least squares approximation; Least squares methods; Microelectronics; Navigation; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Positioning, Navigation and Communication, 2007. WPNC '07. 4th Workshop on
Conference_Location :
Hannover
Print_ISBN :
1-4244-0871-7
Electronic_ISBN :
1-4244-0871-7
Type :
conf
DOI :
10.1109/WPNC.2007.353641
Filename :
4167847
Link To Document :
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