Improving Gyroscope’s Noise Performance By Embedding it in a Closed-Loop Involving Multiple Accelerometers

Dimitris Nikitas, Konstantinos Papafotis, P. Sotiriadis
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引用次数: 1

Abstract

This work introduces an inertial measurement unit (IMU) architecture which combines several three-axis accelerometers and a three-axes gyroscope to provide an increased accuracy, low-noise measurement of the angular velocity. This is an extension of gyroscope-free IMUs, which use only accelerometers to measure the linear acceleration and translate it to angular velocity by solving a system of differential equations. Existing architectures cannot compensate for the accelerometers’ bias which integrated is translated to a constant drift of angular velocity. The proposed system exploits the basic operating principles of the gyroscope-free IMUs and uses a three-axis gyroscope in a closed-loop configuration to compensate for the effect of the accelerometers’ bias. Focusing on a very popular and highly cited IMU, the stability of the proposed system is proved analytically. Simulation results indicate that the proposed architecture excels in terms of noise performance; in the upper frequency range, it presents up to 30dB less noise at its output compared to the gyroscope.
将陀螺仪嵌入包含多个加速度计的闭环中以改善陀螺仪的噪声性能
这项工作介绍了一种惯性测量单元(IMU)架构,它结合了几个三轴加速度计和一个三轴陀螺仪,以提供更高的精度,低噪声的角速度测量。这是无陀螺仪imu的扩展,它只使用加速度计来测量线性加速度,并通过求解微分方程组将其转化为角速度。现有的结构不能补偿加速度计的偏差,其集成转化为角速度的恒定漂移。该系统利用无陀螺仪imu的基本工作原理,采用闭环配置的三轴陀螺仪补偿加速度计偏置的影响。以一个非常流行和高引用的IMU为例,分析证明了所提系统的稳定性。仿真结果表明,该结构具有良好的噪声性能;在较高的频率范围内,与陀螺仪相比,它的输出噪声减少了30dB。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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