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Adaptive dynamic surface control for MEMS triaxial gyroscope with nonlinear inputs

机译:具有非线性输入的MEMS三轴陀螺仪的自适应动态表面控制

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摘要

An adaptive dynamic surface control algorithm that incorporates adaptive control and fuzzy logic system into the implementation of dynamic surface control for regulating problem of MEMS triaxial gyroscope subject to external disturbance, uncertainty and input uncertainty is developed in thiswork. To relax the requirement of exact model and obtain fully adaptive property, a fuzzy logic system is introduced to approximate the uncertainty. With adaptive control structure, the proposed controller can obtain the properties of fast dynamic response and high tracking-accuracy, even the existence of disturbance, uncertainty and control input nonlinearity. All parameters adjustment rules for the proposed control scheme are derived from Lyapunov theory such that the trajectory of tracking-error converges to the small neighborhood of equilibrium point. Finally, the simulation results demonstrate the effectiveness of the proposed control scheme.
机译:本文提出了一种自适应动态表面控制算法,该算法将自适应控制和模糊逻辑系统结合到动态表面控制的实现中,以解决MEMS三轴陀螺仪受到外部干扰,不确定性和输入不确定性的问题。为了放宽对精确模型的要求并获得完全自适应的特性,引入了模糊逻辑系统来近似不确定性。利用自适应控制结构,所提出的控制器可以获得快速的动态响应和较高的跟踪精度,甚至存在干扰,不确定性和控制输入非线性的特性。提出的控制方案的所有参数调整规则均从Lyapunov理论推导而来,从而使跟踪误差的轨迹收敛至平衡点的较小邻域。最后,仿真结果证明了所提控制方案的有效性。

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