Title :
Information fusion in Wireless Sensor Network based on rough set
Author :
Li, Tongying ; Fei, Minrui
Author_Institution :
Shanghai Key Lab. of Power station Autom. Technol., Shanghai Univ., Shanghai, China
Abstract :
To reduce the energy consumption and extend the network´s survival time is the key research problem in the Wireless Sensor Network. Much research work has been done on the placement of nodes and routing protocol, eliminating data redundancy by density controlling and hierarchical clustering algorithm. In this paper, it is proposed that information fusion is an effective way to reduce the communication data, save the energy consumption and thereby extend the life of the network. With the specific analysis an information fusion algorithm based on rough set is designed.
Keywords :
data communication; redundancy; routing protocols; wireless sensor networks; data redundancy; energy consumption; hierarchical clustering algorithm; information fusion algorithm; rough set; routing protocol; wireless sensor network; Algorithm design and analysis; Automation; Clustering algorithms; Data communication; Energy consumption; Monitoring; Sensor fusion; Sensor phenomena and characterization; Uncertainty; Wireless sensor networks; Data Redundancy; Information fusion; Reduction; Rough Set; Wireless Sensor Network;
Conference_Titel :
Network Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4898-2
Electronic_ISBN :
978-1-4244-4900-6
DOI :
10.1109/ICNIDC.2009.5360881