A Novel Approach for Attitude Estimation using MEMS Inertial Sensors

被引:0
|
作者
Wu, Zheming [1 ]
Sun, Zhenguo [1 ]
Zhang, Wenzeng [1 ]
Chen, Qiang [1 ]
机构
[1] Tsinghua Univ, Dept Mech Engn, Key Lab Adv Mat Proc Technol, Minist Educ, Beijing 100084, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
MEMS inertial sensors; gyro bias; attitude estimation; GYRO;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a new method for attitude estimation using low-cost MEMS inertial sensors is developed, in order to obtain accurate attitude parameters when other external sensors such as magnetometer and GPS are limited in operation. The method is based on specific rotation of the inertial measurement unit independent from rigid body motion. An algorithm is developed by incorporating a nonlinear observer in order to fusing measurements from both the gyroscope and the accelerometers. The algorithm provides bias estimation of the gyroscope and better estimation results. Experiments validate the effectiveness of the proposed method.
引用
收藏
页数:4
相关论文
共 50 条
  • [11] ESTIMATION OF SMALL UAV POSITION AND ATTITUDE WITH RELIABLE IN-FLIGHT INITIAL ALIGNMENT FOR MEMS INERTIAL SENSORS
    Wang, Dingjie
    Dong, Yi
    Li, Qingsong
    Wu, Jie
    Wen, Yulei
    [J]. METROLOGY AND MEASUREMENT SYSTEMS, 2018, 25 (03) : 603 - 616
  • [12] Attitude/Position Estimation of Rigid-Body using Inertial and Vision Sensors
    Sun, Shihao
    Jia, Yingmin
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS (ICAROB 2016), 2016, : 365 - 368
  • [13] A Smoother for Attitude and Position Estimation Using Inertial Sensors With Zero Velocity Intervals
    Suh, Young Soo
    [J]. IEEE SENSORS JOURNAL, 2012, 12 (05) : 1255 - 1262
  • [14] Attitude Estimation Using Iterative Indirect Kalman With Neural Network for Inertial Sensors
    Li, Peng
    Zhang, Wen-An
    Jin, Yuqiang
    Hu, Zihan
    Wang, Linqing
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [15] Attitude/Position Estimation of Rigid-Body using Inertial and Vision Sensors
    Sun, Shihao
    Jia, Yingmin
    [J]. JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE, 2016, 3 (02): : 102 - 106
  • [16] A computationally efficient suboptimal smoother for attitude and position estimation using inertial sensors
    Huu Toan Duong
    Suh, Young Soo
    [J]. 2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 1410 - 1412
  • [17] Attitude Heading Reference System Using MEMS Inertial Sensors with Dual-Axis Rotation
    Kang, Li
    Ye, Lingyun
    Song, Kaichen
    Zhou, Yang
    [J]. SENSORS, 2014, 14 (10) : 18075 - 18095
  • [18] Convergence evaluation of quaternion-based attitude estimation using MEMS sensors
    Samani, Mohammad
    Teshnizi, Masod Mirzaei
    [J]. INTERNATIONAL JOURNAL OF SPACE SCIENCE AND ENGINEERING, 2016, 4 (01) : 18 - 30
  • [19] Robust Attitude Estimation for Indoor Pedestrian Navigation Application using MEMS Sensors
    Chowdhary, Mahesh
    Sharma, Manish
    Kumar, Arun
    Dayal, Sankalp
    Kumar, Mayank
    [J]. PROCEEDINGS OF THE 25TH INTERNATIONAL TECHNICAL MEETING OF THE SATELLITE DIVISION OF THE INSTITUTE OF NAVIGATION (ION GNSS 2012), 2012, : 1658 - 1665
  • [20] A novel method of attitude measurement for floated inertial platform using optical sensors
    Bai, Xibin
    Zhang, Shifeng
    Cal, Hong
    Yang, Huabo
    Li, Anliang
    [J]. MEASUREMENT, 2018, 129 : 142 - 155