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
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