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Research On The Information Processing And Control System In Smart Home Based On The Internet Of Things Technology

Posted on:2015-03-11Degree:MasterType:Thesis
Country:ChinaCandidate:J LiuFull Text:PDF
GTID:2298330434457589Subject:Communication and Information System
Abstract/Summary:PDF Full Text Request
The Smart Home is the application of Internet of Things into daily living life. Itcombines strategies of Information Collection, Data Communication, Data Storage,Data Analysis, Software Design, Electronic Design etc. In recent years, with thedevelopment of Internet of Things, people studied the technology of Smart Homebased on perceive layer, transmit layer and application layer. There has been someresearch and applications in perceive layer and application layer while the analysis ofuser behavior in the application layer is still in demand since there is higherrequirement for the living environment now. Therefore, to make the smart home morepersonalize, environmental friendly and intelligent, we recommend to apply datamining method into the analysis of user behavior and give the fundamental support tothe control strategy of smart home.First of all, the essay will analyze the control format of smart home, its commonscenarios and user behavior. This can help with the selection and design of miningmethod of user behavior.Secondly, the article will choose the specific mining method and conduct therelevant verification. In this part, we will start with the data analysis, use data miningmethod to analyze the behavior of smart home users. Then by discussing the miningapplicants, we will select the connection technology, gathering technology anddynamic mining method to analyze the user behavior of smart home. After that wewill further discuss the related data mining technology. We use people’s real lifeliving data to verify the previous assumptions, get user behavior patterns and livingmode and utilize these data as the basis of smart home system control strategy.Finally, with the previous mining result, I designed the smart home livingenvironment based on the three layers and control strategy. By establishing themining method of smart home user behavior patterns and designing a completemining control system, in some extent, this article help to make the smart home moreintelligent, personalize and environmental friendly.
Keywords/Search Tags:Smart Home, User Behavior, Data Ming, Behavior Pattern
PDF Full Text Request
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