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Design of Attitude Control System for UAV Based on Feedback Linearization and Adaptive Control

机译:基于反馈线性化和自适应控制的无人机姿态控制系统设计

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摘要

Attitude dynamic model of unmanned aerial vehicles (UAVs) is multi-input multioutput (MIMO), strong coupling, and nonlinear. Model uncertainties and external gust disturbances should be considered during designing the attitude control system for UAVs. In this paper, feedback linearization and model reference adaptive control (MRAC) are integrated to design the attitude control system for a fixed wing UAV. First of all, the complicated attitude dynamic model is decoupled into three single-input single-output (SISO) channels by input-output feedback linearization. Secondly, the reference models are determined, respectively, according to the performance indexes of each channel. Subsequently, the adaptive control law is obtained using MRAC theory. In order to demonstrate the performance of attitude control system, the adaptive control law and the proportional-integral-derivative (PID) control law are, respectively, used in the coupling nonlinear simulation model. Simulation results indicate that the system performance indexes including maximum overshoot, settling time (2% error range), and rise time obtained by MRAC are better than those by PID. Moreover, MRAC system has stronger robustness with respect to the model uncertainties and gust disturbance.
机译:无人机的姿态动力学模型是多输入多输出(MIMO),强耦合和非线性的。在设计无人机姿态控制系统时,应考虑模型不确定性和外部阵风干扰。本文将反馈线性化和模型参考自适应控制(MRAC)集成在一起,以设计固定翼无人机的姿态控制系统。首先,通过输入输出反馈线性化将复杂的姿态动力学模型解耦为三个单输入单输出(SISO)通道。其次,根据每个通道的性能指标分别确定参考模型。随后,使用MRAC理论获得自适应控制律。为了证明姿态控制系统的性能,在耦合非线性仿真模型中分别使用了自适应控制律和比例-积分-微分(PID)控制律。仿真结果表明,MRAC获得的系统性能指标包括最大过冲,建立时间(误差范围为2%)和上升时间均优于PID。此外,MRAC系统在模型不确定性和阵风干扰方面具有更强的鲁棒性。

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  • 来源
    《Mathematical Problems in Engineering》 |2014年第5期|492680.1-492680.8|共8页
  • 作者单位

    State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116023, China,School of Aeronautics and Astronautics, Dalian University of Technology, Dalian 116023, China;

    School of Aeronautics and Astronautics, Dalian University of Technology, Dalian 116023, China;

    State Key Laboratory of Structural Analysis for Industrial Equipment, Dalian University of Technology, Dalian 116023, China,School of Aeronautics and Astronautics, Dalian University of Technology, Dalian 116023, China;

    College of Mathematics and Information Science, Shanxi Normal University, Xi'an 710062, China;

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