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Review on System Identification for Quadrotor Unmanned Aerial Vehicle (UAV)

机译:四旋翼无人机的系统辨识研究述评

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Unmanned Aerial Vehicle (UAV) has been the interest in many researchers. It has become increasingly popular over the last decade. Quadrotor UAV is a small helicopter and is highly unstable without any flight controller. Therefore, a proper control on the UAV's dynamic need to be applied for stabilization. An accurate model of the vehicle dynamics is important to stabilize the UAV. System identification allows the researchers to build mathematical models of a dynamic system based on measured data. In this paper, various system identifications on quadrotor UAV are discussed. This paper only reviews the literature on system identification based on other researches that had been done. Critical review on each method is briefly discussed. This paper also provides the idea of system identification and its characteristics. Concluding remark is given regarding the suitable method for the model chosen.
机译:无人驾驶飞机(UAV)已引起许多研究人员的兴趣。在过去的十年中,它变得越来越流行。四旋翼无人机是一架小型直升机,没有任何飞行控制器,高度不稳定。因此,需要对无人机的动态性进行适当的控制以使其稳定。准确的车辆动力学模型对于稳定无人机非常重要。系统识别使研究人员可以根据测得的数据建立动态系统的数学模型。本文讨论了四旋翼无人机的各种系统识别方法。本文仅基于其他已完成的研究来回顾有关系统识别的文献。简要讨论了每种方法的批判性评论。本文还提供了系统识别的思想及其特征。最后总结了关于所选模型的合适方法。

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