Linear Algebra Based Tracking Control of a Drone

IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Pedro Albertos, Pablo del Río, Cui Wei, Angel Cuenca
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引用次数: 0

Abstract

In this paper, linear algebra based (LAB) control methodology is proposed as a feasible technique for tracking control of drones. The method introduces a straightforward mathematical procedure, which leads to a low computational cost implementation. A comprehensive analysis of LAB control applied to drone trajectory tracking, including detailed mathematical derivations, stability analysis, and practical implementation considerations is provided. Moreover, compared to one of the most popular non-linear control techniques, that is, feedback linearization (FL), LAB is able to reach satisfactory tracking and energy saving even under the consideration of complex trajectories (with sudden changes). The paper addresses key implementation challenges including sampling period selection, control parameter tuning methodologies, and actuator saturation handling. Extensive simulation results demonstrate the effectiveness of the proposed approach and its advantages over traditional FL method.

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基于线性代数的无人机跟踪控制
本文提出了一种基于线性代数的无人机跟踪控制方法。该方法引入了一个简单的数学过程,从而实现了较低的计算成本。综合分析了LAB控制在无人机轨迹跟踪中的应用,包括详细的数学推导、稳定性分析和实际实现考虑。此外,与最流行的非线性控制技术之一反馈线性化(FL)相比,LAB即使在考虑复杂(突变)轨迹的情况下也能达到令人满意的跟踪和节能效果。本文解决了关键的实现挑战,包括采样周期选择,控制参数调整方法和执行器饱和处理。大量的仿真结果证明了该方法的有效性,并证明了该方法相对于传统FL方法的优越性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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