DocumentCode
2995160
Title
Data Fusion Algorithms of Single Sensor in Wireless Sensor Networks
Author
Liu, Yi
Author_Institution
Inf. Coll., Zhongkai Univ. of Agric. & Eng., Guangzhou, China
fYear
2010
fDate
25-27 June 2010
Firstpage
5104
Lastpage
5106
Abstract
Multi-sensor was needed while using data fusion technique in wireless sensor networks. A data fusion algorithm of single sensor was proposed in the paper. With recursive least square method in the algorithm, the dynamic model of sensor was built up, and the achievement of data fusion between sensor´s measure value and estimate value increased the measure precision. Simulation results show that the algorithm would realize pattern recognition fleetly.
Keywords
least squares approximations; pattern recognition; sensor fusion; wireless sensor networks; data fusion algorithms; multisensor; pattern recognition; recursive least square method; wireless sensor networks; Computers; Data models; Delay; Heuristic algorithms; Least squares methods; Wireless communication; Wireless sensor networks; data fusion; recursive least square method; wireless sensor network;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-6880-5
Type
conf
DOI
10.1109/iCECE.2010.1235
Filename
5630625
Link To Document