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INS/GNSS组合导航系统空中快速对准方法
引用本文:钱伟行,刘建业,李荣冰,郑智明.INS/GNSS组合导航系统空中快速对准方法[J].航空学报,2009,30(12):2395-2400.
作者姓名:钱伟行  刘建业  李荣冰  郑智明
作者单位:南京航空航天大学导航研究中心,江苏南京,210016
摘    要: 针对机载惯性/全球导航卫星系统(INS/GNSS)组合导航系统地面静基座对准时间较长、航向对准精度较低以及惯导空中故障重启后无法快速得到精确姿态信息重新进入导航状态等问题,提出一种快速初始对准方法。该对准方法基于惯性导航比力方程,利用GNSS的定位、测速信息与惯性测量组件(IMU)的输出信息解算载体姿态信息,并结合遗传-牛顿算法与求和自回归滑动平均(ARIMA)模型卡尔曼滤波信号降噪技术提高姿态信息的解算精度。基于实测飞行数据的解算验证了该方法的有效性、对准精度以及在实际工程应用中的优越性。

关 键 词:惯导系统  全球导航卫星系统  初始对准  遗传算法  牛顿法  求和自回归滑动平均模型  

In-flight Rapid Alignment Method of INS/GNSS Integrated Navigation System
Qian Weixing,Liu Jianye,Li Rongbing,Zheng Zhiming.In-flight Rapid Alignment Method of INS/GNSS Integrated Navigation System[J].Acta Aeronautica et Astronautica Sinica,2009,30(12):2395-2400.
Authors:Qian Weixing  Liu Jianye  Li Rongbing  Zheng Zhiming
Institution:Navigation Research Center, Nanjing University of Aeronautics and Astronautics
Abstract:The static alignment of an inertial navigation system/global navigation satellite system (INS/GNSS) integrated navigation system usually takes a long time and the azimuth accuracy is low. Besides, the navigation system cannot obtain accurate attitude information while recovering from malfunctions in flight. To solve the above problems, a novel alignment method based on specific force equation is proposed which utilizes GNSS and inertial measurement unit (IMU) information to calculate attitude of the flight. Genetic-Newton algorithm is adopted to improve the accuracy of the alignment calculation, and the autoregressive integrated moving average (ARIMA) model Kalman filter is adopted to reduce the noise of GNSS and accelerometer outputs. The alignment method is verified by calculation with actual measurements. The results show the effectiveness of the proposed method. The alignment accuracy proves that this study can be valuable for engineering application.
Keywords:inertial navigation systems  global navigation satellite system  initial alignment  genetic algorithm  Newton method  ARIMA model
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