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MEMS陀螺仪随机漂移误差研究 总被引:7,自引:1,他引:7
降低MEMS陀螺仪的随机漂移误差是提高陀螺仪性能的主要方法之一。基于随机序列时序分析法的基本原理,在对MEMS陀螺仪的初始测量数据采用均值估计法进行预处理后,对去除渐进项后的残差信号进行AR(1)建模,并依据该模型对残差信号进行了Kalman滤波,有效提高测量精度。通过对残差信号进行Allan方差的分析,分离出了陀螺仪随机漂移中的主要随机误差源。通过对具体测量数据的处理结果表明,经过这样的处理,陀螺仪噪声的零偏稳定性和速率随机游走分别提高了4倍和7倍。 相似文献
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简述了陀螺减振结构与原理,通过采用有限元方法对无人直升机陀螺减振结构的减振效果进行了仿真研究,经分析陀螺减振结构的悬臂尺寸是影响减振性能的重要因素,为后续机械结构振动研究提供了一种有效的分析方法。 相似文献
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《中国航空学报》2023,36(4):486-495
Attitude references are greatly needed for the evaluation and calibration of Inertial Navigation Systems (INSs), which are widely used in gravimeter, marine, and aeronautical navigation. High-accuracy turntable, INS, and Global Navigation Satellite System have been utilized to verify the performance of relatively low-accuracy INS. The accuracy requirement of the attitude reference continuously increases with the rapid improvement of inertial sensors and navigation algorithms. However, the cost of attitude determination system increases rapidly with the increase of attitude accuracy requirement. To solve this limitation, the integration of level meter, INS, and low-cost turntable is proposed to provide level attitude, such as roll and pitch. The turntable is utilized to rotate the INS. An integration model of the level meter and INS is built to estimate the level attitude and reduce the cost of the turntable. The proposed method successfully avoids the dependence on high-accuracy turntables. An observability degree analysis is conducted to improve the level attitude accuracy further. The simulation and turntable test results indicate that the proposed method can provide high-accuracy level attitude without high-accuracy INS or turntable and is applicable to error calibration and attitude evaluation of INS. 相似文献
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《中国航空学报》2023,36(6):279-287
Aimed at improving the bias stability of Fiber-Optic Gyroscope (FOG)-based inertial navigation systems in environments of various ambient temperatures, a novel temperature-compensation method based on a correlation analysis of the same batch of FOGs is proposed. The empirical mode decomposition method was employed to filter the high-frequency noises of the FOGs. Then, the correlation information of the multiple FOGs was used to analyze the feasibility of the method. Eventually, the same residual error of the FOGs was compensated via the simple piecewise linear models. The experimental results indicate that excellent compensation effects for both high- and low-accuracy FOGs are achieved using the proposed method. Specifically, the accuracies of high-accuracy FOGs are improved by approximately 33.9%, 20%, and 31.2%, while those of low-accuracy FOGs are improved by approximately 39.1%, 20.8%, and 26.1%. The method exhibits the merits of simplicity, validity, and stability, and thus is expected to be widely used in engineering applications. 相似文献