测绘通报 ›› 2023, Vol. 0 ›› Issue (8): 78-83,129.doi: 10.13474/j.cnki.11-2246.2023.0236

• 学术研究 • 上一篇    下一篇

城市环境下多系统实时PPP/MEMS INS紧组合模型构建与性能分析

赖路广1, 李林阳1,2, 郭文卓1, 程振豪1, 张乐添1, 赵冬青1   

  1. 1. 信息工程大学地理空间信息学院, 河南 郑州 450001;
    2. 武汉大学测绘学院, 湖北 武汉 430079
  • 收稿日期:2022-10-14 发布日期:2023-09-01
  • 通讯作者: 赵冬青。E-mail:dongqing.zhao@hotmail.com
  • 作者简介:赖路广(1999-),男,硕士生,研究方向为GNSS/INS组合导航。E-mail:llg16690994518@163.com
  • 基金资助:
    国家自然科学基金(42104033;41774037);博士后科学基金(2022M712442)

Construction and performance analysis of multisystem real time PPP/MEMS INS tight integration model in urban environment

LAI Luguang1, LI Linyang1,2, GUO Wenzhuo1, CHENG Zhenhao1, ZHANG Letian1, ZHAO Dongqing1   

  1. 1. School of Surveying and Mapping, Information Engineering University, Zhengzhou 450001, China;
    2. School of Geodesy and Geomatics, Wuhan University, Wuhan 430079, China
  • Received:2022-10-14 Published:2023-09-01

摘要: 以GNSS和INS为代表的传感器提供的高精度实时位置是自动驾驶、智能交通等领域的重要基础。为提升GNSS和MEMS INS在城市环境下的实时定位性能,本文利用IGS播发的实时精密轨道和钟差改正数,构建了多系统实时PPP/MEMS INS紧组合模型,分析和评估了多系统实时PPP与PPP/MEMS INS紧组合的性能,并与事后精密产品获得的结果进行对比。试验结果表明,在GNSS短时中断期间,多系统PPP/MEMS INS紧组合可以实现连续可靠定位;水平和高程分量的定位精度分别可达0.374和0.339 m,但与事后精密产品相比仍有差距,点位定位精度相差约为0.15 m。PPP/INS紧组合的测速及定姿精度主要取决于INS,测速精度约为1 cm/s,与使用IGS事后产品得到的结果相比,无明显差异;航向角的可观测性较弱,静止期间航向角误差明显增加。

关键词: 多系统, 实时精密单点定位, INS, 紧组合, 城市环境

Abstract: High-precision real-time position provided by sensors represented by GNSS and INS is an important foundation for autonomous driving, intelligent transportation and other fields. To improve the real-time positioning performance of GNSS and MEMS INS in urban environments, a multi-system real-time PPP/MEMS INS tight integration model is constructed using real-time precise orbit and clock correction numbers broadcasted by IGS, and the positioning performance of multi-system real-time PPP and PPP/MEMS INS tight integration is analyzed and evaluated. The positioning results obtained are compared with post precise products. The experimental results show that the multi-system PPP/MEMS INS tight combination can achieve continuous and reliable positioning in the case of short GNSS interruptions, the positioning accuracy of horizontal and vertical components reaches 0.374 and 0.339 m, respectively. But there is still a gap compared with the post precise products, and the difference of 3D positioning accuracy is about 0.15 m. The velocity and attitude accuracy of the PPP/INS tight integration mainly relies on INS, and the velocity measurement accuracy is about 1 cm/s, which is not significantly different from the results obtained using the IGS post product; the observability of heading angle is weak, and the error of heading angle increases significantly during static period.

Key words: multi-system, real-time PPP, INS, tight integration, urban environment

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