Mixed-Integer Representations for Mission Constraints in a Multi-Agent Team

F. Stoican, I. Prodan, D. Popescu, L. Ichim, Emilian Vlasceanu
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引用次数: 1

Abstract

In this paper we consider a multi-UAV formation whose goal is to efficiently gather data from sensors deployed in a cluttered environment while in the same time keeping communication with ground terminals. We formulate these requirements and constraints as a nonlinear constrained optimization problem and recast them in a mixed-integer form with the help of a hyperplane arrangement construction. Particular attention is given to line-of-sight constraints which ensure permanent communication between UAVs and ground terminals. Reference trajectories are generated in simulation over illustrative examples.
多智能体团队任务约束的混合整数表示
在本文中,我们考虑了一个多无人机编队,其目标是有效地从部署在混乱环境中的传感器收集数据,同时保持与地面终端的通信。我们将这些要求和约束表述为一个非线性约束优化问题,并借助超平面排列构造将其转化为混合整数形式。特别注意视距约束,确保无人机和地面终端之间的永久通信。参考轨迹是在模拟中通过说明性例子生成的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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