Dynamic Inversion Control of quadrotor with complementary Fuzzy logic compensator

A. Rodic, I. Stojković
{"title":"Dynamic Inversion Control of quadrotor with complementary Fuzzy logic compensator","authors":"A. Rodic, I. Stojković","doi":"10.1109/NEUREL.2012.6419963","DOIUrl":null,"url":null,"abstract":"In this paper, an integrated quadrotor flight controller with complementary compensator of system uncertainties is presented. Proposed control law combines model-based and knowledge-based techniques into a hybrid controller that should ensure high trajectory tracking accuracy in presence of structural and parametric uncertainties of the system and external disturbances. The Computing Torque Method is used to invert nonlinear and highly coupled dynamics of the system, and turn it into linear and decoupled. Structural and parametric uncertainties of the system as well as stochastic internal and external perturbations can strongly degrade performance of Dynamic Inversion Controller (Computing Torque Method). The influence of perturbations that may act upon the system can be significantly reduced by implementation of the Fuzzy Logic Controller, that will act like a complementary compensator of uncertainties.","PeriodicalId":343718,"journal":{"name":"11th Symposium on Neural Network Applications in Electrical Engineering","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"11th Symposium on Neural Network Applications in Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NEUREL.2012.6419963","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

In this paper, an integrated quadrotor flight controller with complementary compensator of system uncertainties is presented. Proposed control law combines model-based and knowledge-based techniques into a hybrid controller that should ensure high trajectory tracking accuracy in presence of structural and parametric uncertainties of the system and external disturbances. The Computing Torque Method is used to invert nonlinear and highly coupled dynamics of the system, and turn it into linear and decoupled. Structural and parametric uncertainties of the system as well as stochastic internal and external perturbations can strongly degrade performance of Dynamic Inversion Controller (Computing Torque Method). The influence of perturbations that may act upon the system can be significantly reduced by implementation of the Fuzzy Logic Controller, that will act like a complementary compensator of uncertainties.
基于互补模糊逻辑补偿器的四旋翼动态反演控制
提出了一种带有系统不确定性互补补偿器的集成四旋翼飞行控制器。所提出的控制律将基于模型和基于知识的技术结合成一种混合控制器,在存在系统结构和参数不确定性以及外部干扰的情况下,能够保证较高的轨迹跟踪精度。利用计算转矩法将系统的非线性、高耦合动力学转化为线性、解耦动力学。系统结构和参数的不确定性以及随机内外扰动会严重降低动态反演控制器(计算转矩法)的性能。通过实现模糊逻辑控制器,可以显著减少可能作用于系统的扰动的影响,模糊逻辑控制器将充当不确定性的补充补偿器。
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:481959085
Book学术官方微信