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A Virtual Motion Camouflage Approach for Cooperative Trajectory Planning of Multiple UCAVs

机译:多种UCAV协同弹道规划的虚拟运动伪装方法

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摘要

This paper investigates cooperative trajectory planning of multiple unmanned combat aerial vehicles (multi-UCAV) in performing autonomous cooperative air-to-ground target attack missions. By integrating an approximate allowable attack region model, several constraint models, and a multicriterion objective function, the problem is formulated as a cooperative trajectory optimal control problem (CTOCP). Then, a virtual motion camouflage (VMC) for cooperative trajectory planning of multi-UCAV, combining with the differential flatness theory, Gauss pseudospectral method (GPM), and nonlinear programming, is designed to solve the CTOCP. In particular, the notion of the virtual time is introduced to the VMC problem formulation to handle the temporal cooperative constraints. The simulation experiments validate that the CTOCP can be effectively solved by the cooperative trajectory planning algorithm based on VMC which integrates the spatial and temporal constraints on the trajectory level, and the comparative experiments illustrate that VMC based algorithm is more efficient than GPM based direct collocation method in tackling the CTOCP.
机译:本文研究了在执行自主合作空对地目标攻击任务时,多种无人机作战飞机(multi-UCAV)的合作轨迹规划。通过集成一个近似允许攻击区域模型,几个约束模型和一个多准则目标函数,将该问题表述为协作轨迹最优控制问题(CTOCP)。然后,结合微分平坦度理论,高斯伪谱方法(GPM)和非线性规划,设计了一种用于多UCAV协同轨迹规划的虚拟运动伪装(VMC)来求解CTOCP。特别地,将虚拟时间的概念引入到VMC问题公式中,以处理时间协作约束。仿真实验验证了基于VMC的协同轨迹规划算法能够有效地解决CTOCP问题,该算法在轨迹水平上整合了时空约束,对比实验表明基于VMC的算法比基于GPM的直接配置方法更有效。解决CTOCP。

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  • 来源
    《Mathematical Problems in Engineering》 |2014年第2期|748974.1-748974.15|共15页
  • 作者单位

    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan 410073, China;

    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan 410073, China;

    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan 410073, China;

    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan 410073, China;

    College of Mechatronic Engineering and Automation, National University of Defense Technology, Changsha, Hunan 410073, China;

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