利用多架四旋翼飞行器和线性模型预测控制对目标进行包围

M. Iskandarani, A. T. Hafez, S. Givigi, A. Beaulieu, C. Rabbath
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引用次数: 17

摘要

由两架或多架无人机组成的多架无人机(UAV)小组用于包围目标。包围被定义为目标被孤立并被无人机小组包围的情况,以保持对该目标的意识和遏制。本文研究了一架Qball-X4四旋翼飞行器在目标周围保持圆形路径的问题,并在该问题上实现了线性模型预测控制(LMPC)策略,使其沿圆形路径飞行。由LMPC控制的线性工厂是通过系统识别和线性笛卡尔到极坐标变换找到的过程模型的组合。在Qball-X4四旋翼之间成功实现了基于势场的避碰系统。本文的贡献在于将LMPC应用于使用一队Qball-X4四旋翼飞行器进行包围问题以及这些无人机应用避碰策略的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using multiple Quadrotor aircraft and Linear Model Predictive Control for the encirclement of a target
A Multi-Unmanned Aerial Vehicle (UAV) team formed from two or more UAVs is used in the encirclement of a target. Encirclement is defined as the situation in which a target is isolated and surrounded by a UAV team in order to maintain awareness and containment of that target. In this paper, the problem of maintaining a circular path around a target is considered and a Linear Model Predictive Control (LMPC) strategy is implemented on a team of Qball-X4 quadrotor aircraft in order to follow the circular path. The linear plant controlled by the LMPC is a combination of process models found through system identification and a linear cartesian to polar transformation. A collision avoidance system, based on potential fields, is successfully implemented between the Qball-X4 quadrotors. The contribution of this paper lay in the application of LMPC to the problem of encirclement using a team of Qball-X4 quadrotors and the ability of these UAVs to apply a collision avoidance policy.
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