导航定位与授时2024,Vol.11Issue(2) :93-102.DOI:10.19306/j.cnki.2095-8110.2024.02.009

基于Kalman滤波的分段积分闭环回溯快速粗对准方法

Kalman-filtering-based piecewise-integration closed-loop backtracking fast coarse alignment

娄琪欣 李鼎 江奇渊 张燚 于旭东
导航定位与授时2024,Vol.11Issue(2) :93-102.DOI:10.19306/j.cnki.2095-8110.2024.02.009

基于Kalman滤波的分段积分闭环回溯快速粗对准方法

Kalman-filtering-based piecewise-integration closed-loop backtracking fast coarse alignment

娄琪欣 1李鼎 1江奇渊 1张燚 1于旭东1
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作者信息

  • 1. 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
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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.

Abstract

Rapid start-up capability is an important indicator for inertial navigation systems.In or-der 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 a-lignment,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.

关键词

快速对准/回溯法/惯性导航/初始对准

Key words

Fast alignment/Backtracking/Inertial navigation/Initial alignment

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基金项目

国家自然科学基金(62173335)

出版年

2024
导航定位与授时

导航定位与授时

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参考文献量17
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