Active Fault Tolerant Control for a UAV Subject to Sensor Faults Using Sliding Mode Control

Wasif Shabbir, Li Aijun, M. Taimoor, Cui Yuwei, Muhammad Auwal Shehu
{"title":"Active Fault Tolerant Control for a UAV Subject to Sensor Faults Using Sliding Mode Control","authors":"Wasif Shabbir, Li Aijun, M. Taimoor, Cui Yuwei, Muhammad Auwal Shehu","doi":"10.1109/ICCAR55106.2022.9782611","DOIUrl":null,"url":null,"abstract":"Unmanned aerial vehicle (UAV) pitch tracking control in the presence of pitch rate gyro sensor faults is addressed in this work using sliding mode control (SMC). Fault estimation is carried out using two different observers, a high gain observer (HGO) and a radial basis function neural network (RBFNN). Real-time fault estimations are used in the control law to counter the effects of the faults. The chattering problem of SMC is resolved using a power reaching law in the switching part of the control. This forms an active fault tolerant control without the need for controller reconfiguration. The stability of the faulty system is proved using the Lyapunov method. The proposed strategy is applied to pitch tracking control of a scaled Yak-54 UAV. The simulation results show the effectiveness of the proposed methodology.","PeriodicalId":292132,"journal":{"name":"2022 8th International Conference on Control, Automation and Robotics (ICCAR)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 8th International Conference on Control, Automation and Robotics (ICCAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCAR55106.2022.9782611","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

Unmanned aerial vehicle (UAV) pitch tracking control in the presence of pitch rate gyro sensor faults is addressed in this work using sliding mode control (SMC). Fault estimation is carried out using two different observers, a high gain observer (HGO) and a radial basis function neural network (RBFNN). Real-time fault estimations are used in the control law to counter the effects of the faults. The chattering problem of SMC is resolved using a power reaching law in the switching part of the control. This forms an active fault tolerant control without the need for controller reconfiguration. The stability of the faulty system is proved using the Lyapunov method. The proposed strategy is applied to pitch tracking control of a scaled Yak-54 UAV. The simulation results show the effectiveness of the proposed methodology.
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
基于滑模控制的传感器故障无人机主动容错控制
本文采用滑模控制方法解决了存在螺距速率陀螺仪故障的无人机俯仰跟踪控制问题。采用高增益观测器(HGO)和径向基函数神经网络(RBFNN)两种不同的观测器进行故障估计。在控制律中采用实时故障估计来抵消故障的影响。在控制的开关部分采用功率趋近律解决了SMC的抖振问题。这形成了一个主动的容错控制,而不需要重新配置控制器。利用李雅普诺夫方法证明了故障系统的稳定性。将该方法应用于雅克-54型无人机的俯仰跟踪控制。仿真结果表明了该方法的有效性。
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
Monocular Vision based Perception System for Nighttime Driving Finite-time Velocity-free Attitude-orbit Integrated Tracking Control for Rigid Spacecraft Design and Development of a Robotic Uterine Manipulator for Gynecological Laparoscopy Design Principle of Daily Hooks Based on the Affordance Theory - a Case Study of Daily Products Multi-object Tracking for Autonomous Driving with a Monocular Camera Subject to Missing Data
×
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