DocumentCode
3745619
Title
Weighted Least Square Localization Algorithm Based on RSSI Values
Author
Zhang Guo Jun;Li Xin;Xu Zhen Long;Li Han Chao
Author_Institution
Coll. of Meas.-control Technol. &
fYear
2015
Firstpage
1236
Lastpage
1239
Abstract
In order to improve the positioning accuracy of wireless sensor networks, as little as possible to use the beacon node, and controlling the costs. This article used trilateral positioning method for positioning. While, from improving measurement accuracy, angle adaptive environment for wireless sensor nodes. This paper presents a beacon node localization algorithm weighted least squares. The algorithm positioning system adapted the prevailing circumstances, and beacon nodes according to the weight of their own measurement error adjustment beacon node localization of unknown value, according to the mathematical model to solve the environmental factors which cause positioning errors big problem. By MATLAB simulation results show, weighted algorithm reduces the positioning error, localization accuracy is improved 5%.
Keywords
"Distance measurement","Wireless sensor networks","Mathematical model","Wireless communication","Coordinate measuring machines","Algorithm design and analysis","Position measurement"
Publisher
ieee
Conference_Titel
Instrumentation and Measurement, Computer, Communication and Control (IMCCC), 2015 Fifth International Conference on
Type
conf
DOI
10.1109/IMCCC.2015.265
Filename
7406044
Link To Document