Low cost SINS/GPS integration for land vehicle navigation

F. Cao, D.K. Yang, A.G. Xu, J. Ma, W.D. Xiao, C.L. Law, K. Ling, H. C. Chua
{"title":"Low cost SINS/GPS integration for land vehicle navigation","authors":"F. Cao, D.K. Yang, A.G. Xu, J. Ma, W.D. Xiao, C.L. Law, K. Ling, H. C. Chua","doi":"10.1109/ITSC.2002.1041341","DOIUrl":null,"url":null,"abstract":"The recent progress in the field of micro-electromechanical systems (MEMS) has made low cost inertial devices become a possible option for land navigation. However, the weak stand-alone accuracy and poor run-to-run stability of low cost inertial devices make them not usable as a sole navigation system. Even the integration of them as a supporting device into a navigation system requires non-traditional approaches and algorithms. The objective of this paper is to assess the feasibility of using this kind of low cost inertial device, specifically the Crossbow DMU-6X, integrated with GPS information, to provide the navigation capability to bridge the GPS outages for tens of seconds. A series of tests were conducted in a land vehicle. Post-processing results show that when the GPS signal is available, the position accuracy of low cost SINS/GPS integration is same as that of GPS only. With the complete loss of GPS signals, position error is shown to be less than 10 meters, after 10 seconds. From these results, we can conclude that although GPS and current low cost IMU integration cannot improve the absolute positioning accuracy, it has a high data update rate and can give motion information by SINS only when GPS is not available for a short time, such as in heavily forested areas, in urban centers, in buildings or underground.","PeriodicalId":365722,"journal":{"name":"Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems","volume":"96 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"38","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITSC.2002.1041341","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 38

Abstract

The recent progress in the field of micro-electromechanical systems (MEMS) has made low cost inertial devices become a possible option for land navigation. However, the weak stand-alone accuracy and poor run-to-run stability of low cost inertial devices make them not usable as a sole navigation system. Even the integration of them as a supporting device into a navigation system requires non-traditional approaches and algorithms. The objective of this paper is to assess the feasibility of using this kind of low cost inertial device, specifically the Crossbow DMU-6X, integrated with GPS information, to provide the navigation capability to bridge the GPS outages for tens of seconds. A series of tests were conducted in a land vehicle. Post-processing results show that when the GPS signal is available, the position accuracy of low cost SINS/GPS integration is same as that of GPS only. With the complete loss of GPS signals, position error is shown to be less than 10 meters, after 10 seconds. From these results, we can conclude that although GPS and current low cost IMU integration cannot improve the absolute positioning accuracy, it has a high data update rate and can give motion information by SINS only when GPS is not available for a short time, such as in heavily forested areas, in urban centers, in buildings or underground.
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
用于陆地车辆导航的低成本SINS/GPS集成
微机电系统(MEMS)领域的最新进展使得低成本惯性装置成为陆地导航的一种可能选择。然而,低成本惯性装置的单机精度和运行稳定性较差,使其不能作为唯一的导航系统使用。即使将它们作为辅助设备整合到导航系统中,也需要非传统的方法和算法。本文的目的是评估使用这种低成本惯性装置的可行性,特别是弩DMU-6X,与GPS信息集成,提供导航能力,以弥补GPS中断数十秒。在一辆陆地车辆上进行了一系列试验。后处理结果表明,当GPS信号可用时,低成本SINS/GPS集成的定位精度与仅GPS的定位精度相同。在GPS信号完全丢失的情况下,10秒后的位置误差小于10米。综上所述,GPS与当前低成本IMU的集成虽然不能提高绝对定位精度,但具有较高的数据更新率,只有在森林茂密地区、城市中心、建筑物或地下等短时间内GPS不可用的情况下,SINS才能提供运动信息。
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
Modeling schedule recovery processes in transit operations for bus arrival time prediction Accurate forward road geometry estimation for collision warning applications A novel lumped spatial model of tyre contact A statistical model of vehicle emissions and fuel consumption Mobile location tracking with velocity estimation
×
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