A Fast Anti-Rocking Self-Alignment Method for Strapdown Inertial Navigation Systems under Latitude Uncertainty

Wenqian Liu, Xianghong Cheng
{"title":"A Fast Anti-Rocking Self-Alignment Method for Strapdown Inertial Navigation Systems under Latitude Uncertainty","authors":"Wenqian Liu, Xianghong Cheng","doi":"10.1109/ICCRE57112.2023.10155586","DOIUrl":null,"url":null,"abstract":"In order to realize the initial alignment of Strapdown Inertial Navigation Systems (SINS) in finite time under the condition of unknown latitude, a fast anti - rocking self alignment method is proposed based on the inertial frame initial alignment principle. In the coarse alignment stage, latitude self-estimation and coarse alignment are carried out simultaneously. Aiming at the problem that the measured values of accelerometer with random noise affect the latitude estimation, Kalman filter is used to identify the parameters and apparent acceleration of gravity is reconstructed, and the apparent acceleration of gravity is integrated with the determined optimal integral interval to effectively suppress the random noise and improve the alignment accuracy. The data stored during the coarse alignment process is used for forward fine alignment, which can significantly shorten the alignment time. The semi-physical simulation shows that the proposed method can realize latitude estimation and accurate initial alignment under the condition of unknown latitude.","PeriodicalId":285164,"journal":{"name":"2023 8th International Conference on Control and Robotics Engineering (ICCRE)","volume":"58 28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 8th International Conference on Control and Robotics Engineering (ICCRE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCRE57112.2023.10155586","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

In order to realize the initial alignment of Strapdown Inertial Navigation Systems (SINS) in finite time under the condition of unknown latitude, a fast anti - rocking self alignment method is proposed based on the inertial frame initial alignment principle. In the coarse alignment stage, latitude self-estimation and coarse alignment are carried out simultaneously. Aiming at the problem that the measured values of accelerometer with random noise affect the latitude estimation, Kalman filter is used to identify the parameters and apparent acceleration of gravity is reconstructed, and the apparent acceleration of gravity is integrated with the determined optimal integral interval to effectively suppress the random noise and improve the alignment accuracy. The data stored during the coarse alignment process is used for forward fine alignment, which can significantly shorten the alignment time. The semi-physical simulation shows that the proposed method can realize latitude estimation and accurate initial alignment under the condition of unknown latitude.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
纬度不确定下捷联惯导系统快速抗摇自对准方法
为了在未知纬度条件下实现捷联惯导系统有限时间内的初始对准,提出了一种基于惯性系初始对准原理的捷联惯导系统快速抗摇自对准方法。在粗对准阶段,同时进行纬度自估计和粗对准。针对带有随机噪声的加速度计测量值影响纬度估计的问题,利用卡尔曼滤波对参数进行辨识,重构重力视加速度,并将重力视加速度与确定的最优积分区间进行积分,有效抑制随机噪声,提高对准精度。将粗对准过程中存储的数据用于前向精细对准,可以显著缩短对准时间。半物理仿真结果表明,该方法可以在纬度未知的情况下实现纬度估计和精确的初始对准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
An Improved Particle Filtering Strategy for Terrain Aided Navigation Based on MBES Information An EMG-Based Teleoperation System with Small Hand Based on a Dual-Arm Task Model Statics and Dynamics Simulation Analysis of the Industrial Robot Arm Structure Based on the Generative Design Toxicity Detection Using State of the Art Natural Language Methodologies Better Multi-step Time Series Prediction Using Sparse and Deep Echo State Network
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1