Critically Leveraging Theory for Optimal Control of Quadrotor Unmanned Aircraft Systems

被引:0
|
作者
Pham, Duc-Anh [1 ]
Han, Seung-Hun [1 ]
机构
[1] Gyeongsang Natl Univ, Dept Mech Syst Engn, Tongyeong 53064, South Korea
来源
APPLIED SCIENCES-BASEL | 2024年 / 14卷 / 06期
关键词
Quadrotor drones; predictive control; H-infinity control methodologies; Kalman filter; MATLAB/Simulink simulations; H-INFINITY CONTROLLER; LAYER; UAV;
D O I
10.3390/app14062414
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
In the dynamic realm of Unmanned Aerial Vehicles (UAVs), and, more specifically, Quadrotor drones, this study heralds a ground-breaking integrated optimal control methodology that synergizes a distributed framework, predictive control, H-infinity control techniques, and the incorporation of a Kalman filter for enhanced noise reduction. This cutting-edge strategy is ingeniously formulated to bolster the precision of Quadrotor trajectory tracking and provide a robust countermeasure to disturbances. Our comprehensive engineering of the optimal control system places a premium on the accuracy of orbital navigation while steadfastly ensuring UAV stability and diminishing error margins. The integration of the Kalman filter is pivotal in refining the noise filtration process, thereby significantly enhancing the UAV's performance under uncertain conditions. A meticulous examination has disclosed that, within miniature Quadrotors, intrinsic forces are trivial when set against the formidable influence of control signals, thus allowing for a streamlined system dynamic by judiciously minimizing non-holonomic behaviors without degrading system performance. The proposed control schema, accentuated by the Kalman filter's presence, excels in dynamic efficiency and is ingeniously crafted to rectify any in-flight model discrepancies. Through exhaustive Matlab/Simulink simulations, our findings validate the exceptional efficiency and dependability of the advanced controller. This study advances Quadrotor UAV technology by leaps and bounds, signaling a pivotal evolution for applications that demand high-precision orbital tracking and enhanced noise mitigation through sophisticated nonlinear control mechanisms.
引用
收藏
页数:30
相关论文
共 50 条
  • [31] Unmanned Aircraft Systems as Wingmen
    Garcia, Richard
    Barnes, Laura
    Fields, MaryAnne
    UNMANNED SYSTEMS TECHNOLOGY XII, 2010, 7692
  • [32] The Law of Unmanned Aircraft Systems
    Kluwer, Wolters
    AIR & SPACE LAW, 2016, 41 (06): : 549 - +
  • [33] Adaptive tracking control of a quadrotor unmanned vehicle
    Dinh, To Xuan
    Ahn, Kyoung Kwan
    INTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING, 2017, 18 (02) : 163 - 173
  • [34] Investigating optimal unmanned aircraft systems flight plans for the detection of marine ingress
    Mcilwaine, Ben
    Casado, Monica Rivas
    Waine, Toby
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 108
  • [35] Creation of an Algorithm of Optimal Control of the Unmanned Gliding Aircraft Based on the Galerkin Method
    Grumondz V.T.
    Karpezhnikov E.I.
    Russian Aeronautics, 2021, 64 (2): : 197 - 203
  • [36] Creation of an Algorithm of Optimal Control of the Unmanned Gliding Aircraft Based on the Galerkin Method
    Grumondz, V.T.
    Karpezhnikov, E.I.
    Grumondz, V.T. (v.grumondz@gmail.com), 1600, Pleiades journals (64): : 197 - 203
  • [37] Discrete-Time Adaptive Fuzzy Command Filtered Backstepping Control for Quadrotor Unmanned Aerial Vehicle Systems: Theory and Experiments
    Zhao, Yang
    Zhao, Lin
    Yu, Jinpeng
    Wang, Qing-Guo
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32 (06) : 3618 - 3628
  • [38] THEORY OF OPTIMAL CONTROL SYSTEMS
    KRASOVSK.NN
    MOISEYEV, NN
    ENGINEERING CYBERNETICS, 1967, (05): : 8 - &
  • [39] Continuous Finite-Time Trajectory Tracking Control for Unmanned Quadrotor Transportation Systems
    Liu, Yang
    Wu, Shizhen
    Zhang, Zhaopeng
    Liang, Xiao
    Han, Jianda
    Fang, Yongchun
    2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (IEEE-ROBIO 2021), 2021, : 1467 - 1472
  • [40] Coordinated Control of Quadrotor Suspension Systems Based on Consistency Theory
    Chen, Xinyu
    Fan, Yunsheng
    Wang, Guofeng
    Mu, Dongdong
    AEROSPACE, 2023, 10 (11)