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A stable state-feedback fuzzy controller employing linear matrix inequalities for flexible link robotic arm

机译:一种稳定的状态反馈模糊控制器,采用线性矩阵不等式,用于柔性链接机械臂

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The present paper proposes the design of a stable state-feedback fuzzy controller for a flexible robotic arm. The fuzzy controller is designed employing parallel distributed compensation philosophy where one local control rule is designed for each local fuzzy plant rule. A neuro-fuzzy architecture is employed to derive the approximate state-space model for the flexible robotic arm on the basis of experimental data collected from the real plant. A stable fuzzy controller is designed by recasting the stability conditions in form of linear matrix inequalities and hence deriving the appropriate control gains. The suitability of the control design strategy is successfully demonstrated by implementing it for the real robotic arm.
机译:本文提出了一种为柔性机器人臂的稳定状态反馈模糊控制器的设计。模糊控制器设计采用并行分布式补偿哲学,其中一个本地控制规则专为每个本地模糊工厂规则设计。采用神经模糊架构基于从真实植物收集的实验数据来导出柔性机器人臂的近似状态模型。通过以线性矩阵不等式的形式重铸稳定性条件来设计一个稳定的模糊控制器,因此导出适当的控制增益。通过为真正的机器人手臂实施它,成功地证明了控制设计策略的适用性。

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