Applied singular value decomposition method in transfer alignment and bias calibration

The transfer alignment accuracy between the master inertial navigation system (MINS), the slave inertial navigation system (SINS) and the online calibration capability of SINS are the important factors that affect the system performance. The traditional Kalman filtering-based transfer alignment method greatly depends on the prior information. The alignment and calibration based on optimisation-based alignment are preliminarily achieved without the prior information, but many deductions are required to achieve an optimal solution. In this study, a novel method aimed at transfer alignment and bias calibration is proposed, which is based on singular value decomposition by the inertial measurement vector matching equation to construct the least-squares solution. The performance of the system is analysed from the transfer alignment accuracy and the inertial instrument error estimation, respectively. The simulation and flight experiment results demonstrate that the proposed method is concise and effective without complex deduction and calculation. The relative attitude angle between MINS and SINS can be estimated accurately as well as the bias of SINS.

[1]  K. S. Arun,et al.  Least-Squares Fitting of Two 3-D Point Sets , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Li Wei,et al.  医用ハイパースペクトル画像における血液細胞分類を行う平列計算 | 文献情報 | J-GLOBAL 科学技術総合リンクセンター , 2016 .

[3]  Fang Jiancheng,et al.  Quaternion-Optimization-Based In-Flight Alignment Approach for Airborne POS , 2012 .

[4]  Lubin Chang,et al.  Initial Alignment by Attitude Estimation for Strapdown Inertial Navigation Systems , 2015, IEEE Transactions on Instrumentation and Measurement.

[5]  D. Hu,et al.  Optimization-based alignment for inertial navigation systems: Theory and algorithm , 2011 .

[6]  Xie Lili,et al.  Optimisation-based Transfer Alignment and Calibration Method for Inertial Measurement Vector Integration Matching , 2017 .

[7]  Peter M. G. Silson,et al.  Coarse Alignment of a Ship's Strapdown Inertial Attitude Reference System Using Velocity Loci , 2011, IEEE Transactions on Instrumentation and Measurement.

[8]  Lili Xie,et al.  Applied Quaternion Optimization Method in Transfer Alignment for Airborne AHRS Under Large Misalignment Angle , 2016, IEEE Transactions on Instrumentation and Measurement.

[9]  Youan Zhang,et al.  Central Difference Particle Filter Applied to Transfer Alignment for SINS on Missiles , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[10]  Alan M. Schneider,et al.  Kalman Filter Formulations for Transfer Alignment of Strapdown Inertial Units , 1983 .

[11]  Yuanxin Wu,et al.  Velocity/Position Integration Formula Part I: Application to In-Flight Coarse Alignment , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[12]  Yang Li,et al.  Backtracking Integration for Fast Attitude Determination-Based Initial Alignment , 2015, IEEE Transactions on Instrumentation and Measurement.

[13]  Cornelius T. Leondes,et al.  In-Flight Alignment and Calibration of Inertial Measurement Units - Part I: General Formulation , 1972, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Yuanxin Wu,et al.  A New Technique for INS/GNSS Attitude and Parameter Estimation Using Online Optimization , 2014, IEEE Transactions on Signal Processing.

[15]  Lubin Chang,et al.  An Improved Optimal Method For Initial Alignment , 2014, Journal of Navigation.

[16]  O.A. Stepanov,et al.  Nonlinear filtering methods application in INS alignment , 1997, IEEE Transactions on Aerospace and Electronic Systems.

[17]  Lili Xie,et al.  Analytic Coarse Transfer Alignment Based on Inertial Measurement Vector Matching and Real-Time Precision Evaluation , 2016, IEEE Transactions on Instrumentation and Measurement.