陀螺仪
振动结构陀螺仪
平滑的
噪音(视频)
滤波器(信号处理)
自适应滤波器
四轴飞行器
计算机科学
降噪
控制理论(社会学)
算法
微电子机械系统
速率积分陀螺仪
信号(编程语言)
信号处理
电子工程
工程类
人工智能
物理
计算机视觉
数字信号处理
图像(数学)
航空航天工程
量子力学
程序设计语言
控制(管理)
作者
Xin Li,Yuan Li,Chao Hong
标识
DOI:10.1109/eccs54035.2022.00024
摘要
This paper briefly analyses the noise sources in the use model of micro-electro-mechanical system gyroscope, and introduces an improved design method of adaptive smoothing filter to adjust the filter coefficients by increasing the filter threshold to achieve the noise reduction processing of MEMS gyroscope data. The experimental results show that the improved adaptive smoothing filtering algorithm can effectively suppress the high frequency noise in the gyroscope output signal, improve the measurement accuracy of the gyroscope, and achieve good filtering effect, which helps the stable flight of the quadcopter.
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