DocumentCode :
1585892
Title :
An improved localization algorithm in wireless sensor network
Author :
Chen, Diansheng ; Xiao, Wei ; Zhao, Xiaochuan
Author_Institution :
Robot. Inst. of Beihang Univ., Beijing, China
fYear :
2009
Firstpage :
1253
Lastpage :
1258
Abstract :
An improved localization algorithm W-Ecolocation in wireless sensor network is proposed. When there is a high erroneous constraints rate, the Ecolocation algorithm which only considers the locations with maximum computing number of matched constraints cannot obtain the optimal location estimate. The W-Ecolocation makes use of more locations with great computing number of matched constraints and takes the weighted average as the location estimate of the unknown node. The simulation results show that W-Ecolocation performs better than Ecolocation in terms of location error and location precision. A new approach to compute the number of matched constraints is also presented. It reduces both the time complexity and space complexity.
Keywords :
wireless sensor networks; W-Ecolocation; localization algorithm; location error; location precision; space complexity; time complexity; wireless sensor network; Biomimetics; Computational modeling; Laboratories; Maximum likelihood estimation; Military computing; Robot sensing systems; Routing; Space technology; Target tracking; Wireless sensor networks; localization; weighted average; wireless sensor network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2009 IEEE International Conference on
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-4774-9
Electronic_ISBN :
978-1-4244-4775-6
Type :
conf
DOI :
10.1109/ROBIO.2009.5420821
Filename :
5420821
Link To Document :
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