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Study On Several Issues In Wireless Sensor Networks Based On Data Mining

Posted on:2008-06-25Degree:MasterType:Thesis
Country:ChinaCandidate:J ZhangFull Text:PDF
GTID:2178360212975960Subject:Pattern Recognition and Intelligent Systems
Abstract/Summary:PDF Full Text Request
Nowadays, the research of wireless sensor becomes hot research field. Many research agent and company spend a lot of money and people to do relative research work. Use physical sensor which distributed in environment, we can collect a large of information from environment. by analysis these information, we provide all kinds of service to mankind and improve the quality of human life.This thesis focuses on the study of application of data mining technology and finite state machine theory based on wireless sensor network (WSN). A practicable and effective preprocessing flow and some preprocessing algorithms are designed and implemented. They not only have proven effective in the present recognition system, but also will function as a guide to related applications in WSN.The main contribution and innovation includes the following:(1) An effective data processing flow and data processing algorithms are...
Keywords/Search Tags:data mining, wireless sensor network, Bayesian network, data fusion
PDF Full Text Request
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