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The employed dictionary plays a vital role in sparse representation based classification (SRC). Dictionary learning (DL) for classification proposed in previous work learns a dictionary by utilizing the original training samples and has shown satisfying classification accuracy when performing image classification. This paper proposes a novel supervised dictionary learning framework for classification,...
To improve the performance of the glutamic acid fermentation process, a multivariable adaptive inverse control method is proposed considering nonlinear and multivariable coupling of the fermentation process. According to the characteristics of the fermentation process, the kinetics model and the simplified model are given and the reversibility of the model is analyzed. An adaptive inverse control...
In this paper, the adaptive fuzzy control method is applied to the hypersonic vehicle and the detailed design procedure of the adaptive fuzzy control system is presented. The observer is designed to estimate the states variables. Based on the observer, the adaptive fuzzy algorithm is utilized to approximate the function of controlled plant, and then the adaptive law is derived. Simulations results...
In this paper, the direct adaptive fuzzy control is applied to the attitude stabilization control of the satellite. The detailed design procedure of the system is presented. The controller directly acts on the controlled system. The direct adaptive fuzzy controller is designed for the satellite and the parameter adaptive law is obtained. Simulations results show the proposed control law can resist...
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