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

被引:60
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
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