A New Kalman Filter-Based In-Motion Initial Alignment Method for DVL-Aided Low-Cost SINS

被引:48
|
作者
Luo, Li [1 ]
Huang, Yulong [1 ]
Zhang, Zheng [1 ]
Zhang, Yonggang [1 ]
机构
[1] Harbin Engn Univ, Coll Intelligent Syst Sci & Engn, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
Position measurement; Kalman filters; Navigation; Gyroscopes; Global Positioning System; Computational modeling; Observability; Low-cost SINS; in-motion initial alignment; initial navigation; doppler velocity log; Kalman filter;
D O I
10.1109/TVT.2020.3048730
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
The inertial measurement unit (IMU) biases, DVL lever arm and installation misalignment angles between IMU and doppler velocity log (DVL) have a great influence on in-motion initial alignment for DVL-aided low-cost strap-down inertial navigation system (SINS). A new Kalman filter-based initial alignment method is proposed in this paper. To weaken the effects of IMU biases, DVL lever arm and installation misalignment angles between IMU and DVL, a closed-loop scheme is presented to simultaneous estimate and compensate these parameter errors and the body attitude matrix based on a linear state-space model, which improves the accuracy of vector observations. The constant matrix from initial body frame to initial navigation frame can be determined based on the vector observations by Davenport's q-method. Simulation results illustrate that, for the DVL-aided low-cost SINS, the alignment performance of the proposed initial alignment method is better than that of the compared initial alignment methods.
引用
收藏
页码:331 / 343
页数:13
相关论文
共 50 条
  • [41] In-motion initial alignment method using Cayley-Kalman filter on special orthogonal group
    Pei, Fujun
    Zhang, Hengming
    Li, Siyuan
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2023, 237 (13) : 2987 - 3001
  • [42] Odometer Aided SINS in-Motion Alignment Method Based on Backtracking Scheme for Large Misalignment Angles
    Wen, Zeyang
    Yang, Gongliu
    Cai, Qingzhong
    Sun, Yiding
    IEEE ACCESS, 2020, 8 : 7937 - 7948
  • [43] State-Dependent Special Orthogonal Group Filter for SINS In-Motion Initial Alignment
    Pei Fujun
    Zhang Hengming
    Li Siyuan
    Peng Li
    IEEE SENSORS JOURNAL, 2023, 23 (22) : 27111 - 27123
  • [44] A Robust Quaternion Kalman Filter Method for MIMU/GPS In-Motion Alignment
    Zhou, Xiaoren
    Xu, Xiang
    Yao, Yiqing
    Zhao, Heming
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [45] An unscented Kalman filter for in-motion alignment of shipborne SINS under large heading misalignment angle
    Gu, DQ
    Qin, YY
    Deng, L
    ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 3, 2005, : 638 - 641
  • [46] In-motion SINS initial alignment algorithm for the shearer based on frequency domain isolation
    Chen Y.
    Li W.
    Xin G.
    Wang Y.
    Si Z.
    Meitan Xuebao/Journal of the China Coal Society, 2020, 45 (09): : 3333 - 3340
  • [47] An Improved Attitude Determination-Based Alignment for Odometer-Aided In-Motion SINS
    Xiao, Xuan
    Xu, Chao
    Liu, Jiaxin
    PROCEEDINGS OF 2020 3RD INTERNATIONAL CONFERENCE ON UNMANNED SYSTEMS (ICUS), 2020, : 287 - 292
  • [48] A fast initial alignment for SINS based on disturbance observer and Kalman filter
    Du, Tao
    Guo, Lei
    Yang, Jian
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2016, 38 (10) : 1261 - 1269
  • [49] Initial alignment algorithm for SINS based on state matrix Kalman filter
    Cui X.
    Qin Y.
    Yan G.
    Zhou Q.
    2018, Editorial Department of Journal of Chinese Inertial Technology (26): : 585 - 590
  • [50] In-Motion Attitude and Position Alignment for Odometer-Aided SINS Based on Backtracking Scheme
    Sun, Yiding
    Wang, Lifen
    Cai, Qingzhong
    Yang, Gongliu
    Wen, Zeyang
    IEEE ACCESS, 2019, 7 : 20211 - 20224