无人驾驶车辆的间歇预定义时间控制

IF 2.3 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Han Xue, Yiye Wang
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引用次数: 0

摘要

通信中断的挑战导致无人驾驶车辆无法实时传输关键数据。为连续测量而设计的传统控制架构不足以解决恶劣海上条件下设施脆弱性所带来的限制。因此,有必要提高非理想条件和环境下的暂态稳定性能。本文提出了一种新的间歇预定义时间控制算法。该方法消除了在每一时刻频繁测量和重新计算控制规律的需要,并将间歇控制的使用场景从一阶系统扩展到二阶系统。在保持区间内,只要满足验证的稳定性条件,控制输入保持为驱动区间内的最后一个控制信号。所设计的控制器还保证了在保持间隔期间零控制输入的稳定性。此外,该方法旨在优化控制和测量中的能耗。利用李雅普诺夫定理和数学归纳法,推导了间歇控制实现预定义时间收敛的充分条件,并以无人驾驶车辆为例进行了验证。与固定时间控制方法相比,该方法的跟踪误差降低了5.4%,与事件触发的预定义时间控制方法相比,跟踪误差降低了7.9%。该方法减少了控制律重新计算、测量的频率和能耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Intermittent Predefined-Time Control of Unmanned Vehicles

Intermittent Predefined-Time Control of Unmanned Vehicles

The challenges of communication interruptions have caused unmanned vehicles to lose the real-time transmission of essential data. The traditional control architecture, designed for continuous measurement, is inadequate to address the constraints posed by the fragility of facilities in harsh maritime conditions. Therefore, it is necessary to enhance the transient stability performance in non-ideal conditions and environments. This work proposes a novel intermittent predefined-time control algorithm. This approach eliminates the need for frequent measurement and recalculation of control laws at every moment, and extends the usage scenarios of intermittent control from first-order systems to second-order systems. During the holding interval, the control input remains as the last control signal in the driving interval, provided that the validated stability conditions are satisfied. The designed controller also ensures stability with zero control inputs during the holding interval. Furthermore, the proposed method aims to optimise energy consumption in control and measurement. Using the Lyapunov theorem and mathematical induction, sufficient conditions for achieving predefined-time convergence in intermittent control are derived and verified with unmanned vehicles. The proposed method demonstrates a 5.4% reduction in tracking error compared to the fixed-time control method, and a 7.9% reduction in tracking error compared to the event-triggered predefined-time control method. This approach reduces the frequency of control law recalculations, measurements and energy consumption.

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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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