Robust adaptive control of MEMS triaxial gyroscope using fuzzy compensator.

Juntao Fei, Jian Zhou
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引用次数: 154

Abstract

In this paper, a robust adaptive control strategy using a fuzzy compensator for MEMS triaxial gyroscope, which has system nonlinearities, including model uncertainties and external disturbances, is proposed. A fuzzy logic controller that could compensate for the model uncertainties and external disturbances is incorporated into the adaptive control scheme in the Lyapunov framework. The proposed adaptive fuzzy controller can guarantee the convergence and asymptotical stability of the closed-loop system. The proposed adaptive fuzzy control strategy does not depend on accurate mathematical models, which simplifies the design procedure. The innovative development of intelligent control methods incorporated with conventional control for the MEMS gyroscope is derived with the strict theoretical proof of the Lyapunov stability. Numerical simulations are investigated to verify the effectiveness of the proposed adaptive fuzzy control scheme and demonstrate the satisfactory tracking performance and robustness against model uncertainties and external disturbances compared with conventional adaptive control method.

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基于模糊补偿的MEMS三轴陀螺仪鲁棒自适应控制。
针对具有模型不确定性和外部干扰等非线性特性的MEMS三轴陀螺仪,提出了一种基于模糊补偿器的鲁棒自适应控制策略。在Lyapunov框架的自适应控制方案中加入了一个模糊逻辑控制器,可以补偿模型的不确定性和外部干扰。所提出的自适应模糊控制器能够保证闭环系统的收敛性和渐近稳定性。提出的自适应模糊控制策略不依赖于精确的数学模型,简化了设计过程。通过对李雅普诺夫稳定性的严格理论证明,推导了MEMS陀螺仪智能控制方法与传统控制方法相结合的创新发展。数值仿真验证了所提出的自适应模糊控制方案的有效性,与传统的自适应控制方法相比,具有良好的跟踪性能和对模型不确定性和外部干扰的鲁棒性。
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