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UAVs Formation Control With Dynamic Compensation Using Neuro Adaptive SMC

机译:利用神经自适应SMC动态补偿的无人机编队控制

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This paper proposes a neuro-adaptive controller evolving in a sub-actuated formation. A formation controller based on the null space approach is defined to obtain the references for local controllers for each one of the quadrotors defined to the transportation task. Formation controller takes into account the transport of a cable-suspended load with two quadrotors considering collision avoidance, wind perturbations, and proper distribution of the load weight. A neuro-adaptive sliding mode control (SMC) controller is defined with the objective to achieve the references obtained by the formation controller. These adjustment laws were obtained through the Lyapunov stability criterion. Finally, numerical simulation shows the excellent performance of the proposed technique for trajectory tracking tasks in unknown navigation environment.
机译:本文提出了一种以亚致动形式进化的神经自适应控制器。定义了基于零空间方法的编队控制器,以获取为运输任务定义的每个四旋翼飞机的本地控制器的参考。编队控制器考虑了避免碰撞,风扰和正确分配负载重量的考虑,将带有两个四旋翼的电缆悬挂负载的运输考虑在内。定义了一种神经自适应滑模控制(SMC)控制器,以实现由编队控制器获得的参考。这些调整定律是通过Lyapunov稳定性准则获得的。最后,数值仿真表明了该技术在未知导航环境下轨迹跟踪任务中的卓越性能。

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