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A smart home control system could link independent electric appliances together 'intelligently' and provide comprehensive, fast and smooth exchange of information. This system gives people real-time information control, which improves their life quality. In this study, an embedded smart home system based on socket network connections was designed using ARM9 development board and embedded Linux operating...
A new Implicit Generalized Predictive Control (IGPC) algorithm based on online Least Square Support Vector Machines (LSSVM) inverse control is proposed. Firstly, an offline model of original nonlinear system is obtained. Online LSSVM is used to identify αth-order inverse dynamic model of nonlinear systems, which can compensate the errors of nonlinear systems caused by offline identification adaptively...
A newly developed chaos control method based on adaptive inverse control of support vector machines (SVM) is proposed which has the excellent nonlinearity approximation ability and better generalization performance. In this control strategy, an identifier is established based on support vector regression and under the invertible condition of control process a controller also designed. It is guaranteed...
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