Consider for Best Student Paper Award Model-Free Control for Quadrotor Attitude via Tent Map-Based Pigeon-Inspired Optimization

Yang Yuan, H. Duan, Chen Wei
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Abstract

The attitude control problem of the quadrotor in the presence of disturbance and model uncertainty is studied in this paper. Firstly, a first-order filter is applied to generate the desired derivate of the reference signal. Then, a model-free adaptive attitude controller is designed for the condition that model parameters are not available. The discrete equation of the angular velocity is obtained by using the compact form dynamic linearization method, and the cascade controller is established based on the continuous kinematics and discrete dynamics. In addition, tent map-based pigeon-inspired optimization is designed to optimize the parameters of the filter and controller. Compared with original pigeon-inspired optimization, the premature problem can be effectively contained. Finally, the simulation results demonstrate the feasibility of the model-free attitude controller and the advantages of the Tent map-based pigeon-inspired optimization.
考虑最佳学生论文奖通过帐篷地图为基础的鸽子启发的优化四旋翼姿态无模型控制
研究了存在扰动和模型不确定性的四旋翼飞行器的姿态控制问题。首先,应用一阶滤波器产生参考信号的期望导数。然后,针对模型参数不可用的情况,设计了无模型自适应姿态控制器。采用紧凑形式的动态线性化方法得到了角速度的离散方程,并基于连续运动学和离散动力学建立了串级控制器。此外,设计了基于帐篷地图的鸽子启发优化算法,对滤波器和控制器的参数进行优化。与原有的鸽类优化方法相比,该方法能有效地抑制早熟问题。最后,仿真结果验证了无模型姿态控制器的可行性以及基于Tent地图的鸽类优化算法的优越性。
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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