DocumentCode :
3020384
Title :
Weighted centroid localization algorithm based on improved RSSI ranging
Author :
Hongbo Fan ; Guanglin He ; Siqian Tao ; Hongyu Xu
Author_Institution :
Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
fYear :
2013
fDate :
20-22 Dec. 2013
Firstpage :
544
Lastpage :
547
Abstract :
Toward the problem of low node localization accuracy in wireless sensor networks, this paper analyzes the centroid localization and proposes a weighted centroid localization algorithm based on improved RSSI ranging. This algorithm takes both the distance and RSSI between beacon nodes into consideration, corrects both the distance between beacon nodes and the signal strength information and selects the reciprocal of the distance as the weight of the algorithm. The simulation result shows, compared with the traditional centroid localization algorithm this algorithm has higher localization accuracy.
Keywords :
sensor placement; wireless sensor networks; RSSI ranging; beacon nodes; low node localization accuracy; received signal strength information; weighted centroid localization algorithm; wireless sensor networks; Accuracy; Algorithm design and analysis; Approximation algorithms; Distance measurement; Educational institutions; Mathematical model; Wireless sensor networks; RSSI; nodes localization; weighted centroid algorithm; wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location :
Shengyang
Print_ISBN :
978-1-4799-2564-3
Type :
conf
DOI :
10.1109/MEC.2013.6885124
Filename :
6885124
Link To Document :
بازگشت