导航定位学报2024,Vol.12Issue(3) :38-45.DOI:10.16547/j.cnki.10-1096.20240305

复杂环境下GPS+BDS-3 PPP/INS紧组合算法性能分析

Performance analysis of GPS+BDS-3 PPP/INS tight coupled algorithm in complex environments

屈昂 宋敏 柴艳菊 张祎贺
导航定位学报2024,Vol.12Issue(3) :38-45.DOI:10.16547/j.cnki.10-1096.20240305

复杂环境下GPS+BDS-3 PPP/INS紧组合算法性能分析

Performance analysis of GPS+BDS-3 PPP/INS tight coupled algorithm in complex environments

屈昂 1宋敏 2柴艳菊 2张祎贺1
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作者信息

  • 1. 中国科学院 精密测量科学与技术创新研究院, 武汉 430071;中国科学院大学,北京 100049
  • 2. 中国科学院 精密测量科学与技术创新研究院, 武汉 430071
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摘要

针对城市复杂环境下精密单点定位(PPP)连续高精度定位受限的问题,本文基于北斗三号全球卫星导航系统(BDS-3)与全球定位系统(GPS)双系统,利用PPP与惯性导航系统(INS)紧组合算法来改善城市复杂环境下定位性能.通过构建GPS+BDS-3双系统PPP/INS紧组合滤波模型,分别对GPS PPP、GPS+BDS-3 PPP、GPS PPP/INS紧组合、GPS+BDS-3 PPP/INS紧组合4种方案在城区开阔、复杂环境下的定位、测速、定姿性能进行了分析和评估.实验结果表明,开阔环境下PPP/INS紧组合相比PPP定位精度略有提升;而在复杂环境下PPP/INS紧组合可显著解决PPP定位结果连续性和有效性较差的问题;引入BDS-3后,PPP/INS紧组合导航性能进一步提升,GPS+BDS-3 PPP/INS紧组合相比GPS PPP/INS紧组合,在东、北、天方向上,开阔环境下定位精度分别提升18.5%、32.7%、43.2%,复杂环境下定位精度分别提升35.9%、49.1%、56.5%.

Abstract

This paper aims to improve the positioning performance in complex urban environments, where the continuous high-precision positioning of precise point positioning (PPP) is limited.Based on the BeiDou navigation satellite system (BDS-3) and the global positioning system (GPS) dual-system, this paper proposes to use the PPP and inertial navigation system (INS) tight coupling algorithm to improve the positioning performance in complex urban environments.By constructing the GPS+BDS-3 dual-system PPP/INS tight coupling filtering model, the positioning, velocity, and attitude performance of four schemes: GPS PPP, GPS+BDS-3 PPP, GPS PPP/INS tight coupling, and GPS+BDS-3 PPP/INS tight coupling, are analyzed and evaluated in open and complex urban environments.The experimental results show that the PPP/INS tight coupling has a slight improvement in positioning accuracy compared with PPP in open environments; while in complex environments, the PPP/INS tight coupling can significantly solve the problem of poor continuity and validity of PPP positioning results; after introducing BDS-3, the navigation performance of PPP/INS tight coupling is further improved.Compared with GPS PPP/INS tight coupling, GPS+BDS-3 PPP/INS tight coupling improves the positioning accuracy in east-north-up directions by 18.5%, 32.7%, and 43.2% respectively in open environment, and by 35.9%, 49.1%, and 56.5% respectively in complex environments.

关键词

北斗三号全球卫星导航系统(BDS-3)/精密单点定位(PPP)/惯性导航系统(INS)/紧组合/测速定姿

Key words

BeiDou-3 navigation satellite system (BDS-3)/precise point position (PPP)/inertial navigation system (INS)/tight coupled/speed measurement and attitude determination

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基金项目

国家重点研发计划项目子课题(2022YFB3903903)

大地测量与地球动力学国家重点实验室自主项目(S22L6201)

出版年

2024
导航定位学报

导航定位学报

CSTPCD北大核心
影响因子:0.72
ISSN:
参考文献量12
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