The Recognition of MEMS Gyroscope Random Error Terms based on ALLAN Variance

被引:0
作者
Peng Wen-hui [1 ,2 ,3 ]
Chen Wen-jie [1 ,2 ]
Feng Lin-ping [3 ]
机构
[1] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[2] Beijing Inst Technol, Minist Educ, Key Lab Complex Syst Intelligent Control & Decis, Beijing 100081, Peoples R China
[3] Navy Submarine Acad, Qingdao 266071, Peoples R China
来源
PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2012年
关键词
MEMS; inertial gyro; angle random error; quantization noise; random walk error;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper analysis the relationship between Allan variance and the MEMS gyroscope random error term, describes the method of forming the Allan variance graph, and uses a group of MEMS gyroscope data to get the allan log-log plot. Then we propose a new method of fitting a straight line, and get three different slope of the straight line, which as a basis of obtaining the three corresponding MEMS gyroscopes random error terms. After comparing with the traditional methods of a least squares fit, we establish the feasibility of this approach.
引用
收藏
页码:1603 / 1606
页数:4
相关论文
共 45 条
  • [41] A Novel High-Q Dual-Mass MEMS Tuning Fork Gyroscope Based on 3D Wafer-Level Packaging
    Xu, Pengfei
    Si, Chaowei
    He, Yurong
    Wei, Zhenyu
    Jia, Lu
    Han, Guowei
    Ning, Jin
    Yang, Fuhua
    [J]. SENSORS, 2021, 21 (19)
  • [42] A Quaternion Based Error State Kalman Filter for Attitude Estimation Using Low-cost MEMS MARG Sensors
    Ding, Wei
    Gao, Yang
    [J]. 2020 IEEE 92ND VEHICULAR TECHNOLOGY CONFERENCE (VTC2020-FALL), 2020,
  • [43] A compensation method for gyroscope random drift based on unscented Kalman filter and support vector regression optimized by adaptive beetle antennae search algorithm
    Wang, Pengfei
    Li, Guangchun
    Gao, Yanbin
    [J]. APPLIED INTELLIGENCE, 2023, 53 (04) : 4350 - 4365
  • [44] Intelligent MEMS Sensor Based on an Oxidized Medium-Entropy Alloy (FeCoNi) for H2 and CO Recognition
    Yan, Wenjun
    Liu, Yun
    Bai, Yan
    Chen, Yulong
    Zhou, Houpan
    Ahmad, Waqar
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2024, 16 (37) : 49474 - 49483
  • [45] SWCNTs-based MEMS gas sensor array and its pattern recognition based on deep belief networks of gases detection in oil-immersed transformers
    Tang, Sirui
    Chen, Weigen
    Jin, Lingfeng
    Zhang, He
    Li, Yanqiong
    Zhou, Qu
    Zen, Wen
    [J]. SENSORS AND ACTUATORS B-CHEMICAL, 2020, 312