DocumentCode
3354578
Title
AWCL: Adaptive Weighted Centroid Localization as an efficient improvement of coarse grained localization
Author
Behnke, R. ; Timmermann, D.
Author_Institution
Univ. of Rostock, Rostock
fYear
2008
fDate
27-27 March 2008
Firstpage
243
Lastpage
250
Abstract
Localization of sensor nodes is one of the key issues in wireless sensor networks. It is a precondition for a variety of scenarios as well as geographic clustering and routing. A simple approach for coarse grained localization is weighted centroid localization (WCL), which, unfortunately, comes with some drawbacks. Therefore, we present the "Adaptive WCL" (AWCL) algorithm that outperforms the linearly weighted WCL in terms of accuracy. Moreover, AWCL achieves similar accuracy as WCL using quadratic weights, but does not rely on complex calculations like quadratic WCL. The adaptive character of AWCL leads to a small localization failure for beacon communication ranges, exceeding the beacon distance.
Keywords
wireless sensor networks; adaptive weighted centroid localization; coarse grained localization; wireless sensor network; Assembly; Clustering algorithms; Computer networks; Energy consumption; Global Positioning System; LAN interconnection; Microelectronics; Navigation; Routing; Wireless sensor networks; Localization; Optimization; WCL; Wireless Sensor Networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Positioning, Navigation and Communication, 2008. WPNC 2008. 5th Workshop on
Conference_Location
Hannover
Print_ISBN
978-1-4244-1798-8
Electronic_ISBN
978-1-4244-1799-5
Type
conf
DOI
10.1109/WPNC.2008.4510381
Filename
4510381
Link To Document