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基于Kalman滤波的分段积分闭环回溯快速粗对准方法
引用本文:娄琪欣,李鼎,江奇渊,张燚,于旭东.基于Kalman滤波的分段积分闭环回溯快速粗对准方法[J].导航定位于授时,2024,11(2):93-102.
作者姓名:娄琪欣  李鼎  江奇渊  张燚  于旭东
作者单位:国防科技大学前沿交叉学科学院,长沙 410073; 国防科技大学南湖之光实验室,长沙 410073
基金项目:国家自然科学基金 (62173335)
摘    要:快速启动能力是惯导系统的重要性能指标。为应对车辆与武器系统等在短时间内完成初始对准的需求,在基于Kalman滤波的闭环粗对准基础上提出了一种闭环回溯粗对准方法,并设计了一种分段积分矢量构建方法,使得算法能够在多次回溯的过程中构建更多不共线矢量,进一步减少粗对准所需的数据量并提升对准精度。经三轴转台及车载惯导30 s和50 s对准实验验证,本算法在短时间内的对准精度优于优化对准方法和基于Kalman滤波的闭环粗对准方法,能够满足载体进行快速初始对准的需求。

关 键 词:快速对准  回溯法  惯性导航  初始对准

Kalman-filtering-based piecewise-integration closed-loop backtracking fast coarse alignment
LOU Qixin,LI Ding,JIANG Qiyuan,ZHANG Yi,YU Xudong.Kalman-filtering-based piecewise-integration closed-loop backtracking fast coarse alignment[J].Navigation Positioning & Timing,2024,11(2):93-102.
Authors:LOU Qixin  LI Ding  JIANG Qiyuan  ZHANG Yi  YU Xudong
Abstract:Rapid start-up capability is an important indicator for inertial navigation systems. In order to meet the requirement of rapid initial alignment for vehicles and weapon systems, a closed-loop backtracking coarse alignment method is proposed based on Kalman-filtering-based coarse alignment, and a pricewise integration vector construction method is designed, which can construct more non-collinear vectors during multiple backtracking processes, further reducing the amount of data required for coarse alignment and improving accuracy. Through experiments of 30 s and 50 s coarse alignment on a three-axis turntable and a vehicle, the accuracy of this algorithm is better than that of optimization-based alignment and Kalman-filtering-based coarse alignment in a short period of time, which can meet the requirement of rapid initial alignment.
Keywords:Fast alignment  Backtracking  Inertial navigation  Initial alignment
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