Title :
Research on Data Fusion and Data Mining Technology and Its Application in Wireless Sensor Network
Author :
Xianyi, Chen ; Zhigang, Jin ; Jia, Liu
Author_Institution :
Sch. of Electron. & Inf. Eng., Tianjin Univ., Tianjin, China
Abstract :
The key technology of data fusion and data mining in wireless sensor network has been addressed, and then the tropical crop monitoring system based on data fusion and data mining is proposed, which can collect the perception information from source node in the network efficiently. To real-time monitor and control the tropical crop within the perception regional, the knowledge mining technologies, such as timing associated, genetic classification, and isolated points detection, have been implemented in the system. Simulations show that the system can reduce the consumption of energy and extend the network lifetime.
Keywords :
agricultural engineering; computerised monitoring; crops; data mining; genetics; pattern classification; sensor fusion; wireless sensor networks; data fusion; data mining technology; energy consumption reduction; genetic classification; isolated point detection; knowledge mining technologies; network lifetime; perception information collection; source node; timing; tropical crop control system; tropical crop monitoring system; wireless sensor network; Intelligent networks; Intelligent systems; data fusion; data mining; sensing network; tropical agriculture;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2012 Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4673-3083-1
DOI :
10.1109/ICINIS.2012.19
