Dynamic Control of a Simulator Servo System Using CMAC Controller RBF Identifier-Based

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Abstract

Neural control technique is well-suited to the problem of controlling dynamic system. A kind of CMAC controller for flight simulator servo system RBF identifier-based is presented. The controller consists of the RBF identifier, the single neuron PID controller and the CMAC feedforward controller. The RBF neural network is used to identify the model of the plant and adjust the single neuron PID controller's parameter. The suitable parameter of the controller is given as fast as possible by used searching. This method could shorten transient response time clearly. The simulation experiment has proved the method can improve control precision and the response rapidness. © Springer-Verlag Berlin Heidelberg 2007.

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Weihong, W., & Lei, Y. (2007). Dynamic Control of a Simulator Servo System Using CMAC Controller RBF Identifier-Based. In Communications in Computer and Information Science (Vol. 5, pp. 21–28). https://doi.org/10.1007/978-3-540-77600-0_3

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