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
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页数:30
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