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Sensing of the time-varying angular rate for MEMS Z-axis gyroscopes

机译:MEMS Z轴陀螺仪的时变角速率检测

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摘要

In this paper, a nonlinear estimation strategy for sensing the time-varying angular rate of a Z-axis MEMS gyroscope is presented. An off-line adaptive least-squares estimation strategy is first developed to accurately estimate the unknown model parameters. Both axes of a Z-axis MEMS gyroscope are then actively controlled utilizing an on-line controller/observer to facilitate time-varying angular rate sensing. The proposed nonlinear estimation strategy is developed based on a Lyapunov-based analysis, which proves that the time-varying angular rate experienced by the device can be estimated accurately. Two cases for angular rate are investigated which are time-varying and constant magnitudes. An adaptive controller/observer was also utilized for sensing the angular rate to investigate the performance of the proposed controller/observer. Representative numerical results are discussed to demonstrate the performance of the proposed nonlinear strategy in accurately sensing the applied angular rate. Overall, the proposed nonlinear controller/observer improves sensing the constant angular rate by 50% and the time-varying angular rate by 90% when compared with an adaptive controller/observer. © 2010 Elsevier B.V. All rights reserved.
机译:本文提出了一种非线性估计策略,用于感知Z轴MEMS陀螺仪的时变角速率。首先开发了离线自适应最小二乘估计策略,以准确估计未知模型参数。然后,使用在线控制器/观察器主动控制Z轴MEMS陀螺仪的两个轴,以促进随时间变化的角速率感测。在基于Lyapunov的分析基础上,提出了所提出的非线性估计策略,证明了可以准确估计设备所经历的时变角速率。对角速率的两种情况进行了研究,它们是时变的和恒定的。自适应控制器/观察器也被用于感测角速率,以研究所提出的控制器/观察器的性能。讨论了代表性的数值结果,以证明所提出的非线性策略在准确感测所施加的角速率方面的性能。总体而言,与自适应控制器/观察器相比,提出的非线性控制器/观察器将恒定角速率和感测随时间变化的角速率提高了50%。 ©2010 Elsevier B.V.保留所有权利。

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