针对具有多重未知干扰的四旋翼无人机激进机动的指令滤波鲁棒轨迹跟踪控制

IF 5.1 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Engineering Science and Technology-An International Journal-Jestech Pub Date : 2024-10-23 DOI:10.1016/j.jestch.2024.101858
Nigar Ahmed, Meng Joo Er
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引用次数: 0

摘要

四旋翼无人飞行器应能实现理想的飞行操纵,而不受不可避免的干扰的限制。因此,本研究提出了一种专为四旋翼飞行器轨迹跟踪而设计的鲁棒控制方法。该方法采用了一个减阶状态观测器,利用可测量的四旋翼飞行器位置和姿态,仅对这些变量的变化率进行估计。在可测量状态及其估计速率的基础上,引入了改进的干扰估计准则。利用指令滤波器及其补偿,以估计导数取代数值导数,从而提高精度和稳定性。从这些补偿变量中获得的跟踪误差用于设计状态变换。控制技术以滑动模式控制为基础,结合自适应规律和扰动观测器,可减弱各种扰动,包括带限白噪声、恒定扰动、外源扰动、频率和幅度可变的非线性扰动、高斯分布随机扰动和均匀分布扰动。简化阶状态观测器与估计微分的整合最大限度地减少了计算损耗,并实现了快速计算。利用 Lyapunov 准则进行的稳定性分析以及在大疆 F450 四旋翼飞行器上的仿真结果验证了所开发控制器的有效性和稳定性。
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Command-filtered robust trajectory tracking control for aggressive maneuvers of quadrotor UAV with multiple unknown disturbances
A quadrotor unmanned aerial vehicle should have the ability to achieve the desired flight manuevers regardless of the constraints posed by inevitable disturbances. Therefore, this research presents a robust control method designed for trajectory tracking of quadrotor. The method employs a reduced-order state observer that uses measurable quadrotor position and attitude to estimate only the rate of change of these variables. A modified disturbance estimation criterion, based on measurable states and their estimated rates, is introduced. Command filters and their compensations are utilized to replace numerical derivatives with estimated derivatives, improving accuracy and stability. Tracking errors, obtained from these compensated variables, are used to design state transformations. The control technique, based on sliding mode control combined with adaptive laws and disturbance observer, is formulated to attenuate various disturbances, including band-limited white noise, constant disturbances, exogenous disturbances, nonlinear disturbances with variable frequency and magnitude, Gaussian distributed random disturbances, and uniformly distributed disturbances. The integration of the reduced-order state observer with estimated differentiation minimizes computational loss and allows for quick computation. Stability analysis, conducted using Lyapunov criteria, along with simulation results on the DJI F450 quadrotor, validates the effectiveness and stability of the developed controller.
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来源期刊
Engineering Science and Technology-An International Journal-Jestech
Engineering Science and Technology-An International Journal-Jestech Materials Science-Electronic, Optical and Magnetic Materials
CiteScore
11.20
自引率
3.50%
发文量
153
审稿时长
22 days
期刊介绍: Engineering Science and Technology, an International Journal (JESTECH) (formerly Technology), a peer-reviewed quarterly engineering journal, publishes both theoretical and experimental high quality papers of permanent interest, not previously published in journals, in the field of engineering and applied science which aims to promote the theory and practice of technology and engineering. In addition to peer-reviewed original research papers, the Editorial Board welcomes original research reports, state-of-the-art reviews and communications in the broadly defined field of engineering science and technology. The scope of JESTECH includes a wide spectrum of subjects including: -Electrical/Electronics and Computer Engineering (Biomedical Engineering and Instrumentation; Coding, Cryptography, and Information Protection; Communications, Networks, Mobile Computing and Distributed Systems; Compilers and Operating Systems; Computer Architecture, Parallel Processing, and Dependability; Computer Vision and Robotics; Control Theory; Electromagnetic Waves, Microwave Techniques and Antennas; Embedded Systems; Integrated Circuits, VLSI Design, Testing, and CAD; Microelectromechanical Systems; Microelectronics, and Electronic Devices and Circuits; Power, Energy and Energy Conversion Systems; Signal, Image, and Speech Processing) -Mechanical and Civil Engineering (Automotive Technologies; Biomechanics; Construction Materials; Design and Manufacturing; Dynamics and Control; Energy Generation, Utilization, Conversion, and Storage; Fluid Mechanics and Hydraulics; Heat and Mass Transfer; Micro-Nano Sciences; Renewable and Sustainable Energy Technologies; Robotics and Mechatronics; Solid Mechanics and Structure; Thermal Sciences) -Metallurgical and Materials Engineering (Advanced Materials Science; Biomaterials; Ceramic and Inorgnanic Materials; Electronic-Magnetic Materials; Energy and Environment; Materials Characterizastion; Metallurgy; Polymers and Nanocomposites)
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