Title :
Research on Centroid Localization Algorithm That Uses Modified Weight in WSN
Author :
Cheng Hai-qing ; Wang Hua-kai ; Wang Hua
Author_Institution :
Coll. of Inf. Eng., Taiyuan Univ. of Technol., Taiyuan, China
Abstract :
In wireless sensor networks´ (WSNs´) applications, the ability of sensor node to estimate their accurate position is crucial. In this paper, we develop a modified weighted centroid location algorithm (WCA), which can degrade the effects of the density of beacon nodes and uniformity of deployment. By using weighted average of the received beacon nodes´ coordinates instead of arithmetic mean as the estimation results, receivers can obtain optimum localization results. The performance analysis of both WCA and centroid algorithm (CA) are presented. Simulation results show that WCA can operate efficiently by using weighted centroid mechanisms.
Keywords :
wireless sensor networks; WCA algorithm; WSN; beacon node density; centroid localization algorithm; modified weighted centroid location algorithm; receivers; sensor node; wireless sensor networks; Accuracy; Algorithm design and analysis; Computational modeling; Estimation; Robot sensing systems; Simulation; Wireless sensor networks; Centroid Algorithm; Localization Technology; Positioning; Wireless Sensor Networks;
Conference_Titel :
Network Computing and Information Security (NCIS), 2011 International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-61284-347-6
DOI :
10.1109/NCIS.2011.154