Sensor fault diagnostic and Fault-Tolerant Control for the altitude control of a quadrotor UAV

Ahmad Drak, H. Noura, Mohammad Hejase, Younes Al Younes
{"title":"Sensor fault diagnostic and Fault-Tolerant Control for the altitude control of a quadrotor UAV","authors":"Ahmad Drak, H. Noura, Mohammad Hejase, Younes Al Younes","doi":"10.1109/IEEEGCC.2015.7060056","DOIUrl":null,"url":null,"abstract":"The two major occurring faults with relevance to UAVs are actuator and sensor faults. This paper presents a fault diagnostic and fault tolerant control algorithm on the altitude sensor of a quadrotor UAV. The quadrotor used is QUANSER's Qball-X4, which is part of the Unmanned Vehicles Lab (UVL) at UAE University. The proposed fault tolerant control is based on hardware redundancy of three altitude sensors. Residuals are generated based on the three altitude measurements, which are then used to compute indicators about fault occurrences. These indicators serve the fault isolation algorithm to determine the faulty sensor, and in return allows for automatic switching between the sensors in case the faulty sensor is used in the closed-loop system. The effectiveness of the proposed algorithm is demonstrated by means of real flight tests.","PeriodicalId":127217,"journal":{"name":"2015 IEEE 8th GCC Conference & Exhibition","volume":"99 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE 8th GCC Conference & Exhibition","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEEEGCC.2015.7060056","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12

Abstract

The two major occurring faults with relevance to UAVs are actuator and sensor faults. This paper presents a fault diagnostic and fault tolerant control algorithm on the altitude sensor of a quadrotor UAV. The quadrotor used is QUANSER's Qball-X4, which is part of the Unmanned Vehicles Lab (UVL) at UAE University. The proposed fault tolerant control is based on hardware redundancy of three altitude sensors. Residuals are generated based on the three altitude measurements, which are then used to compute indicators about fault occurrences. These indicators serve the fault isolation algorithm to determine the faulty sensor, and in return allows for automatic switching between the sensors in case the faulty sensor is used in the closed-loop system. The effectiveness of the proposed algorithm is demonstrated by means of real flight tests.
四旋翼无人机高度控制传感器故障诊断与容错控制
与无人机相关的两种主要故障是执行器故障和传感器故障。提出了一种四旋翼无人机高度传感器故障诊断与容错控制算法。使用的四旋翼是QUANSER的Qball-X4,这是阿联酋大学无人驾驶车辆实验室(UVL)的一部分。提出了基于三个高度传感器硬件冗余的容错控制方法。残差是基于三种高度测量产生的,然后用于计算有关故障发生的指标。这些指标服务于故障隔离算法,以确定故障传感器,并反过来允许传感器之间的自动切换,如果故障传感器被用于闭环系统。通过实际飞行试验验证了该算法的有效性。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信