[1]褚金奎,钱煜晖,张钟元,等.应对风切变的四旋翼轨迹跟踪几何控制方法[J].机械与电子,2024,42(09):45-51.
 CHU Jinkui,QIAN Yuhui,et al.Geometric Control Method for Quadcopter Trajectory Tracking for Wind Shear[J].Machinery & Electronics,2024,42(09):45-51.
点击复制

应对风切变的四旋翼轨迹跟踪几何控制方法()
分享到:

《机械与电子》[ISSN:1001-2257/CN:52-1052/TH]

卷:
42
期数:
2024年09期
页码:
45-51
栏目:
智能制造
出版日期:
2024-09-27

文章信息/Info

Title:
Geometric Control Method for Quadcopter Trajectory Tracking for Wind Shear
文章编号:
1001-2257 ( 2024 ) 09-0045-07
作者:
褚金奎 1 2 钱煜晖 1 张钟元 1 李金山 1
1. 大连理工大学机械工程学院,辽宁 大连 116024 ;?
2. 大连理工大学宁波研究院,浙江 宁波 315032
Author(s):
CHU Jinkui1 2 QIAN Yuhui1 ZHANG Zhongyuan1 LI Jinshan1
( 1.School of Mechanical Engineering , Dalian University of Technology , Dalian 116024 , China ;
2.Ningbo Institute , Dalian University of Technology , Ningbo 315032 , China )
关键词:
四旋翼几何控制增量非线性动态逆微分平坦
Keywords:
quadcopter geometric control incremental nonlinear dynamic inversion differential flatness
分类号:
V279 ; V249
文献标志码:
A
摘要:
针对存在风切变环境的四旋翼轨迹跟踪问题,提出了结合增量非线性动态逆的几何控制方法。首先,建立了基于 SO ( 3 )群的风切变扰动四旋翼动力学模型,并建立风场模型,引入风切变效应。其次,利用四旋翼的微分平坦特性将轨迹跟踪问题转换为状态跟踪问题,并依据微分平坦特性推导参考高阶状态量实现前馈控制。在控制器设计部分,姿态控制采用几何控制,使姿态具有全局不存在奇异点的特性。对于风场扰动带来的阻力与气动力矩,使用增量非线性动态逆方法进行补偿,实现线加速度和角加速度的控制。最后,基于 Simulink 在多种风速场景中对不同航迹进行了仿真实验,仿真结果验证了所提方法相较传统方法在面对风切变干扰情况下的有效性。
Abstract:
This paper proposes a geometric control method combining incremental nonlinear dynamic inversion , which can take into account the wind shear during the trajectory tracking problem of quadcopter. Firstly , we establish a quadcopter dynamics model based on SO ( 3 ) group in wind and wind models with wind shear.The trajectory tracking problem is transformed into a state tracking problem by the differential flatness of quadcopters , achieving feed forward control.In the controller design section , the control method of attitude is geometric control , and attitudes do not exhibit singularities.The drag force and aerodynamic torque caused by wind are compensated by incremental nonlinear dynamic inversion.This helps implement linear acceleration control and angular acceleration control.Finally , we simulate different trajectories in different wind speed scenarios by Simulink.The simulation results verify that the proposed control method has better tracking performance compared to traditional methods under wind shear interference.

参考文献/References:

[ 1 ] BERNININ , BESSA M , DELMAS R , et al.Reinforcement learning with formal performance metrics for quadcopter attitude control under non-nominal contexts [ J ] .Engineering applications of artificial intelligence , 2023 , 127 : 10790.

[ 2 ] PAREDES J , SHARMA P , HA B , et al.Development , implementation , and experimental outdoor evaluation of quadcopter controllers for computationally limited embedded systems [ J ] .Annual reviews in control , 2022 , 52 : 372-389.
[ 3 ] 袁泽慧,陈国栋,李世中 . 四旋翼在移动平台视觉导引自主降落研究综述[ J ] . 兵器装备工程学报,2023 , 44( 4 ): 60-67.
[ 4 ] 兰珍,李子杏,闫超,等 . 基于脑机接口的无人机控制系统研究综述[ J ] . 控制理论与应用, 2023 , 40 ( 12 ): 2142-2159.
[ 5 ] 张良阳,李占科,韩海洋 . 微型无人机栖息设计技术综述[ J ] . 航空学报, 2023 , 44 ( 12 ): 24-49.
[ 6 ] 黄吉传,张贺,缪存孝 . 基于 SO ( 3 )空间的线性自抗扰姿态控制方法[ J ] . 导航与控制, 2021 , 20 ( 6 ): 36-44.
[ 7 ] NASCIMENTOTP , SASKA M.Position and attitude control of multi-rotor aerial vehicles : a survey [ J ] .Annual reviews in control , 2019 , 48 : 129-146.
[ 8 ] 陈城,刘云平,鲁倍辰,等 . 基于 IBSA 的四旋翼 ADRC参数优化[ J / OL ] . 控制工程, 2023 : 1-11 [ 2023-09-14 ] .https : ∥doi.org / 10.14107 / j.cnki.kzgc.20220746.
[ 9 ] 韦为,吴艳,李芳,等 . 基于改进自抗扰的四旋翼无人机轨迹跟踪控制[ J ] . 电工电能新技术, 2023 , 42 ( 5 ): 1-13.
[ 10 ] MELLINGER D , KUMAR V.Minimum snap trajectory generation and control for quadrotors [ C ] ∥2011 IEEE International Conference on Robotics and Automation.New York : IEEE , 2011 : 2520-2525.
[ 11 ] KOTARU P , EDMONSON R , SREENATH K.Geometric L1 adaptive attitude control for a quadrotor unmanned aerial vehicle [ J ] .Journal of dynamic systems , measurement , and control , 2020 , 142( 3 ): 031003.
[ 12 ] GOODARZI F A , LEE T.Global formulation of an extended Kalman filter on SE ( 3 ) for geometric control of a quadrotor UAV [ J ] .Journal of intelligent androbotic systems , 2017 , 88 : 395-413.
[ 13 ] 成利梅 . 基于离散滑模控制的四旋翼飞行器轨迹跟踪控制[ J ] . 电光与控制, 2022 , 29 ( 4 ): 16-20.
[ 14 ] 姜斌,孟庆开,杨浩 . 航天器姿轨控制研究综述:微分几何控制方法[ J ] . 控制与决策, 2023 , 38 ( 8 ): 2079-2092.
[ 15 ] 李博,秦帅,李小民,等 . 四旋翼机动动作最优控制模型设计[ J ] . 电光与控制, 2018 , 25 ( 2 ): 11-15.
[ 16 ] BENIAK R , GUDZENKO O.Online identification of wind model for improving quadcopter trajectory monitoring [ C ] ∥E3S Web of Conferences , 2017 : 1028-1031.
[ 17 ] CRAIG W , YEO D , PALEYD A.Dynamics of a rotor pendulum with a small , stiff propeller in wind [ C ] ∥Dynamic Systems and Control Conference , 2016 : 870-883.
[ 18 ] 刘双喜,林泽淮,刘伟,等 . 基于 INDI 的倾转旋翼无人机过渡模式控制方案研究[ J / OL ] . 航空学报, 2023 : 1-16 [ 2023-09-14 ] .http : ∥kns.cnki.net / kcms / detail / 11.1929.V.20240223.1545.008.html.
[ 19 ] TAL E , KARAMAN S.Accurate tracking of aggressive quadrotor trajectories using incremental nonlinear dynamic inversion and differential flatness [ J ] .IEEE Transactions on control systems technology , 2020 , 29( 3 ): 1203-1218.
[ 20 ] LEE T , LEOK M , MCCLAMROCH N H.Geometric tracking control of a quadrotor UAV on SE ( 3 )[ C ] ∥ 49th IEEE Conference on Decision and Control ( CDC ),2010 : 5420-5425.
[ 21 ] 杨晟萱 . 四旋翼飞行器自抗扰控制方法研究[ D ] . 大连:大连理工大学,2015.

备注/Memo

备注/Memo:
收稿日期: 2024-03-01
基金项目:国家自然科学基金资助项目( 52175265 );创新研究群体项目( 52275281 )
作者简介:褚金奎 ( 1965- ),男,河南平顶山人,教授,博士研究生导师,研究方向为微机器人、智能机器人等,通信作者;钱煜晖 ( 1998- ),女,黑龙江大庆人,硕士研究生,研究方向为四旋翼控制与仿真系统。
更新日期/Last Update: 2024-09-25