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An Autonomous Flight Control Strategy Study of a Small-Sized Unmanned Aerial Vehicle

机译:小型无人机的自主飞行控制策略研究

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The purpose of this paper is to present a case study of the development, implementation and performance analysis of an autonomous flight control strategy for a 1-meter small-sized unmanned aerial vehicle. Firstly, a learning algorithm based open-loop control is proposed by simulating a skilled human operator's manipulation of the aircraft. This is aimed to generate a set of command data inputs and investigate the multichannel control characteristics with the open-loop control. Secondly, a feedforward plus a proportional and derivative (PD) feedback control is employed to control the vehicle in following the command data to complete the loitering flight. The PD control gains are tuned automatically according to the attitude of the vehicle using the fuzzy logic theory. Thirdly, autonomous flight experiments conducted on a 1-meter small-sized aerial vehicle demonstrated the effectiveness of the proposed method.
机译:本文的目的是为一个1米小型无人机的自主飞行控制策略的开发,实施和性能分析提供案例研究。首先,通过模拟熟练的操作员对飞机的操纵,提出了一种基于学习算法的开环控制。目的是生成一组命令数据输入,并通过开环控制研究多通道控制特性。其次,采用前馈加上比例和微分(PD)反馈控制来控制车辆,以跟随命令数据完成游荡飞行。使用模糊逻辑理论根据车辆的姿态自动调整PD控制增益。第三,在1米长的小型飞行器上进行的自主飞行实验证明了该方法的有效性。

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