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The Intelligent Alarm System Investigation Based On Integrative Information Fusion Network

Posted on:2003-01-22Degree:MasterType:Thesis
Country:ChinaCandidate:K KangFull Text:PDF
GTID:2168360062495372Subject:Mechanical Manufacturing and Automation
Abstract/Summary:PDF Full Text Request
With science and technology increasingly developing, and people life condition improving, intelligent houses have been gradually becoming an intensive research topic. In order to develop rapidly intelligent houses, the government enact a serial of law and criterion about intelligent houses building. According to present demotic condition, we should first research the intelligent alarm system used to intelligent houses.Aim of this paper is achieve an intelligent alarm system. With a consideration on Chinese house state, we develop an intelligent alarm system. The system is fit for ordinary-apartment and smart-house/home, The cost of the system is short, and the efficient of the system is perfect. The intelligent alarm system can benefit these ordinary apartments. So it responds the idea of equipping the ordinary apartment with intelligent facilities.The intelligent alarm system refer counterpart of foreign nations, and adopt advanced technology of data fusion, as well as a popular tend that transportation using Field-bus and Ethernet. The intelligent alarm system includes a serial of novel concept on data making and data transporting.This paper showed an integrative information fusion network, which is based on an idea of multi-sensor integration and fusion. This fusion network is composed of fuzzy control, consensus data fusion and neural network. The intelligent alarm system owes several excellences, such as:1. Since the network is composed of three fusion techniques, it not only holds all excellence of three fusion techniques, but also can overcome the limitation of single fusion technique. This network can compose of lots of information with juxta-positional methods.2. The CMAC(cerebella model articulation controller) neural network is first used in the information fusion. Its convergence speed is faster than the other networks'. So CMAC network is quite fit for alarm system.3. The fusion networks is capable of estimating some alarm signal and get to a complex result with human experiences. So the network can use "software" intelligent to alarm, and economize cost of "hardware".On the condition of lab, simulation experiment showed that a transportation method of the intelligent alarm system, which is based on Field-bus and Ethernet, use available resources and rent speed of networks rapid, stable.In general, the intelligent alarm system based on integrative information fusion network, have the simple and practice method, flexible structure and favorable efficiency, accord with design idea that the intelligent alarm system should be fit for the smart-houses/home.
Keywords/Search Tags:smart home, alarm system, information fusion, fuzzy control, neural network
PDF Full Text Request
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