江苏师范大学学报(自然科学版)2024,Vol.42Issue(3) :64-69.DOI:10.3969/j.issn.2095-4298.2024.03.012

GNSS/INS松、紧组合导航算法的等价性条件

The equivalence conditions of the algorithms of the GNSS/INS loosely and tightly coupled navigation

闫文林 严泰明 潘兴驰 王坚
江苏师范大学学报(自然科学版)2024,Vol.42Issue(3) :64-69.DOI:10.3969/j.issn.2095-4298.2024.03.012

GNSS/INS松、紧组合导航算法的等价性条件

The equivalence conditions of the algorithms of the GNSS/INS loosely and tightly coupled navigation

闫文林 1严泰明 1潘兴驰 1王坚2
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作者信息

  • 1. 江苏师范大学 地理测绘与城乡规划学院,江苏 徐州 221116
  • 2. 北京建筑大学 测绘与城市空间信息学院,北京 102616
  • 折叠

摘要

GNSS/INS不同组合导航算法性能的讨论,一直是导航定位领域关注的热点.本文对GNSS/INS松、紧组合2种经典导航算法的等价性条件进行了理论推导和实验验证.首先,给出独立GNSS初值结构和集成GNSS初值结构2种模式在GNSS/INS松、紧2种组合算法中的应用方法,并在集成GNSS初值结构模式下推导出松、紧组合 2种算法在导航状态参数以及方差-协方差方面的等价性条件.然后,通过车载测试验证了不同算法的精度、运行效率及等价性,发现在GNSS理想观测条件下,松、紧组合 2 种算法的运行时间、导航坐标和方差-协方差完全一致,验证了2种算法的等价性条件.

Abstract

The discussion on the performance of different coupled navigation algorithms in GNSS/INS has been a hot topic in the field of navigation and positioning.This article provided theoretical derivation and experimental verifica-tion of the equivalence conditions for two classic navigation algorithms,namely GNSS/INS loose and tight coupled.Firstly,the application methods of independent GNSS initial value structure and integrated GNSS initial value struc-ture in loose and tight GNSS/INS combination algorithms were discussed in detail,and the equivalenceconditions of the loose and tight combination algorithms under navigation state parameters and variance-covariance were derived in the GNSS initial value structure mode.Then,the accuracy,operational efficiency,and equivalence of different algo-rithms were verified through in vehicle testing.It was found that under the ideal observation conditions of GNSS,the consumed time,navigation coordinates estimations,and variance-covariance of the two algorithms were com-pletely consistent,verifying the equivalence conditions of the two algorithms.

关键词

GNSS/INS组合导航/Kalman滤波/等价性

Key words

GNSS/INS coupled navigation/Kalman filter/equivalence

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出版年

2024
江苏师范大学学报(自然科学版)
江苏师范大学

江苏师范大学学报(自然科学版)

影响因子:0.323
ISSN:1007-6573
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