A nonlinear attitude estimator for attitude and heading reference systems based on mems sensors

Yunlong Wang, M. Soltani, D. M. Akbar Hussain
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引用次数: 4

Abstract

In this paper, a nonlinear attitude estimator is designed for an Attitude Heading and Reference System (AHRS) based on Micro Electro-Mechanical Systems (MEMS) sensors. The design process of the attitude estimator is stated with detail, and the equilibrium point of the estimator error model is proved to be asymptotically stable using LaSalle's invariance set theorem through limitation of the range of scalar element of quaternion without affecting practical use. Also, a new Lyapunov candidate function, satisfying continuously differentiable positive definite requirement, is presented to avoid the problems in previous research works. Moreover, the estimation of MEMS gyroscope bias is also inclueded in this estimator. The designed nonlinear attitude estimator is firstly tested in simulation environment and then implemented in an AHRS hardware for further experiments. Finally, the attitude estimation results from the designed AHRS are compared with a high-precision commercial AHRS to validate its estimation performance.
基于mems传感器的姿态和航向参照系非线性姿态估计器
针对基于微机电系统(MEMS)传感器的姿态航向参考系统(AHRS),设计了一种非线性姿态估计器。详细阐述了姿态估计器的设计过程,通过限制四元数标量元素的取值范围,利用LaSalle不变性集定理证明了姿态估计器误差模型的平衡点是渐近稳定的,且不影响实际使用。同时,提出了一种满足连续可微正定要求的Lyapunov候选函数,避免了以往研究中存在的问题。此外,该估计方法还考虑了MEMS陀螺仪偏置的估计。设计的非线性姿态估计器首先在仿真环境中进行了测试,然后在AHRS硬件上实现了进一步的实验。最后,将所设计AHRS的姿态估计结果与高精度商用AHRS进行比较,验证其估计性能。
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