Font Size: a A A

Design Of The Smart Home Control System Based On Internet Of Things

Posted on:2013-02-13Degree:MasterType:Thesis
Country:ChinaCandidate:W D ZhaoFull Text:PDF
GTID:2248330362472207Subject:Computer application technology
Abstract/Summary:
With the rapid development of the Internet of Things technology and the improvement ofpeople’s living standard, smart home gradually enter the people’s lives. Events triggered by apiece of information in the existing smart home system, is basic predefined. But it can notmeet the demand different users with the same information may do a differently reaction.Therefore, the research on control system made rapidly judgment of information-trigger-event,under multi-user state, has great significance. Because of different users may react differentlyto the same information, the thesis introduces the MAS (Multi-Agent System) technology.The main research contents and results are as follows:Firstly, this thesis puts forward the groups communication thoughts. It solves theNetwork congestion problem, which easily caused by the unified communication format usedin the MAIHN (Multi-Agent-Based Intelligent Home Network) model.Secondly, this thesis advances the HVF (High Value First) algorithm. It makes up for thedeficiency that aroused by average weights reasoning, which is used in exponential smoothingmethod of the MAIHS (Multi-Agent-Based Intelligent Home System) model.Then, in the basis of groups communication thoughts and HVF algorithm, this articalconstructs the smart home system model MAITS (Multi-Agent-Based Information triggerSystem) which based on MAS, and designs a MAITS prototype system. The prototype systemis realized and verified by five core modules. The information analysis and trade-offs modulereflects groups communication thoughts. The information processing module uses HVFalgorithm. The maintenance module, the device management module and the knowledge basemanagement module implement the basic management function of the control system.Finally, this thesis does the HVF algorithm and exponential smoothing algorithmexperiments separately under the single user mode and multiple user mode, and adopts volatility and correct rate to analyze and evaluate the results. By analyzing, calculating andverifying the data, the MAITS model-based control system can satisfy the different users maytrigger different events on the same information.
Keywords/Search Tags:smart home, exponential smoothing, multi-agent, MAITS, HVF
Related items