DocumentCode
3173520
Title
Node Localization Algorithm Based on Matrix Pencil for Wireless Sensor Network
Author
Liu, Chang ; Jiang, Hong ; Wang, De-Fa
Author_Institution
Coll. of Commun. Eng., Jilin Univ., Changchun, China
fYear
2009
fDate
20-23 Dec. 2009
Firstpage
1
Lastpage
5
Abstract
Wireless sensor network (WSN) is a new way to collect and process information. The node localization is the basis for most WSN applications. As matrix pencil (MP) algorithm is a high-resolution method of parameter estimation, in this paper, we put forward a novel range-based node localization method for WSN, which combines MP algorithm, multilateral localization with Taylor algorithm or Chan algorithm. MP algorithm is used to estimate the time of arrival (TOA) of the signal from an unknown node to an anchor node. Compared with traditional localization methods, the proposed method has some key advantages, such as higher positioning accuracy, smaller computational amount, suppression over non-Gaussian noise, energy saving, faster executing, etc. In the simulation, we also study the impact of signal to noise ratio (SNR) and the number of nodes on positioning accuracy.
Keywords
matrix algebra; time-of-arrival estimation; wireless sensor networks; matrix pencil; node localization; parameter estimation; positioning accuracy; time of arrival; wireless sensor network; Computational modeling; Educational institutions; Maximum likelihood estimation; Parameter estimation; Sensor phenomena and characterization; Signal resolution; Signal to noise ratio; Temperature sensors; Wireless sensor networks; Working environment noise;
fLanguage
English
Publisher
ieee
Conference_Titel
New Technologies, Mobility and Security (NTMS), 2009 3rd International Conference on
Conference_Location
Cairo
Print_ISBN
978-1-4244-4765-7
Type
conf
DOI
10.1109/NTMS.2009.5384668
Filename
5384668
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