多无人机长期海上巡逻任务的优化调度

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Bojiang Hou, Weisheng Yan, Shouxu Zhang
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引用次数: 0

摘要

本文对多架固定翼无人机执行海上长期巡逻任务进行了研究。基于“常规操作”的概念,定义了长期海上巡逻任务的任务场景。在此基础上,建立了多无人机长期海上巡逻任务优化调度模型。该模型是一个非线性多目标优化模型。考虑到该模型的特点,将其进一步线性化,将非线性模型转化为等价的线性多目标0-1整数优化模型,便于求解。通过两个仿真实例验证了所提出的模型和求解方法。仿真结果验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Optimization Scheduling for Long-Term Maritime Patrol Mission With Multiple Unmanned Aerial Vehicles

Optimization Scheduling for Long-Term Maritime Patrol Mission With Multiple Unmanned Aerial Vehicles

This paper investigates the long-term maritime patrol mission conducted by multiple fixed-wing unmanned aerial vehicles (UAVs). Based on the concept of ‘routine operation’, the task scenario for long-term maritime patrol mission is defined. Subsequently, a novel optimization scheduling model for the multi-UAV long-term maritime patrol mission is established. This model is a nonlinear multi-objective optimization model. Given the characteristics of this model, it is further linearized to transform the nonlinear model into an equivalent linear multi-objective 0–1 integer optimization model, facilitating easier solving. Two simulation cases are conducted to validate the proposed model and the solving method. The simulation results demonstrate the effectiveness of the proposed approach.

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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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