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基于欧拉角的李群捷联惯性组合导航误差模型必要性研究

Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle.

机构信息

College of Electrical Engineering, Naval University of Engineering, Wuhan 430033, China.

出版信息

Sensors (Basel). 2022 Oct 12;22(20):7742. doi: 10.3390/s22207742.

Abstract

In response to the lack of specific demonstration and analysis of the research on the necessity of the Lie group strapdown inertial integrated navigation error model based on the Euler angle, two common integrated navigation systems, strapdown inertial navigation system/global navigation satellite system (SINS/GNSS) and strapdown inertial navigation system/doppler velocity log (SINS/DVL), are used as subjects, and the piecewise constant system (PWCS) matrix, based on the Lie group error model, is established. From three aspects of variance estimation, the observability and performance of the system with large misalignment angles for low, medium, and high accuracy levels, traditional error model, Lie group left error model, and right error model are compared. The necessity of research on Lie group error model is analyzed quantitatively and qualitatively. The experimental results show that Lie group error model has better stability of variance estimation, estimation accuracy, and observability than traditional error model, as well as higher practical value.

摘要

针对基于欧拉角的李群捷联惯导误差模型在必要性研究方面缺乏具体论证和分析的问题,以捷联惯导系统/全球导航卫星系统(SINS/GNSS)和捷联惯导系统/多普勒速度计(SINS/DVL)两种常用组合导航系统为对象,建立基于李群误差模型的分段常数系统(PWCS)矩阵,从方差估计、系统可观性和性能三个方面,对比低、中、高精度水平下大失准角情况下的传统误差模型、李群左误差模型和右误差模型,对李群误差模型的必要性进行了定量和定性分析。实验结果表明,李群误差模型在方差估计稳定性、估计精度和可观性方面均优于传统误差模型,具有更高的实用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3bab/9611737/4fb09aaf0ab5/sensors-22-07742-g001.jpg

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