Title :
Improved Data Fusion Model for Wireless Sensor Network
Author :
Wang, Wei ; Huang, Tinglei ; Zhou, Youcai ; Liu, Hui
Author_Institution :
Sch. of Comput. & Control, Guilin Univ. of Electron. Technol., Guilin, China
Abstract :
For the characteristics of wireless sensor networks, combined the knowledge discover theory of data mining and knowledge application theory of data fusion, to set a unique integrated information treatment model based on neural-network based aggregation. The model is effective on saving wireless sensor energy consumption, extends net life, and is applicable to a variety of wireless sensor networks.
Keywords :
data mining; neural nets; sensor fusion; wireless sensor networks; data fusion model; data mining; information treatment model; neural-network based aggregation; wireless sensor energy consumption; wireless sensor network; Arithmetic; Data mining; Eigenvalues and eigenfunctions; Energy consumption; Military computing; Neural networks; Routing protocols; Sensor fusion; Traffic control; Wireless sensor networks;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2009. WiCom '09. 5th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3692-7
Electronic_ISBN :
978-1-4244-3693-4
DOI :
10.1109/WICOM.2009.5303067
