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Receding horizon flight control for trajectory tracking of autonomous aerial vehicles

机译:用于自动飞行器轨迹跟踪的后退水平飞行控制

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摘要

This paper addresses the implementation of a predictive control strategy for Unmanned Air Vehicles in the presence of bounded disturbances. The goal is to prove the feasibility of such a real-time optimization-based control design and to demonstrate its tracking capabilities for the nonlinear dynamics with respect to a reference trajectory which is pre-specified via differential flatness. In order to benefit from the computational advantages of the linear predictive control formulations, an off-line linearization strategy of the nonlinear model of the vehicle along the flat trajectory is employed. The proposed method exhibits effective performance validated through software-in-the-loop simulations and real flight tests on different Unmanned Aerial Vehicles (UAVs).
机译:本文讨论了在存在有限扰动的情况下无人飞行器的预测控制策略的实现。目的是证明这种基于实时优化的控制设​​计的可行性,并证明其针对通过差分平坦度预先指定的相对于参考轨迹的非线性动力学的跟踪能力。为了从线性预测控制公式的计算优势中受益,采用了车辆非线性模型沿平坦轨迹的离线线性化策略。通过在不同的无人飞行器(UAV)上进行的软件在环仿真和实际飞行测试,所提出的方法具有有效的性能。

著录项

  • 来源
    《Control Engineering Practice》 |2013年第10期|1334-1349|共16页
  • 作者单位

    SUPELEC Systems Sciences (E3S), Automatic Control Department, 3 rue Joliot Curie, 91192 Gif sur Yvette, France,Laboratory of Signals and Systems, SUPELEC, CNRS, 3 rue Joliot Curie, 91192 Gif sur Yvette, France;

    SUPELEC Systems Sciences (E3S), Automatic Control Department, 3 rue Joliot Curie, 91192 Gif sur Yvette, France;

    Department of Electrical and Computer Engineering, School of Engineering, University of Porto, 4200 Porto, Portugal;

    Department of Electrical and Computer Engineering, School of Engineering, University of Porto, 4200 Porto, Portugal;

    SUPELEC Systems Sciences (E3S), Automatic Control Department, 3 rue Joliot Curie, 91192 Gif sur Yvette, France;

    Laboratory of Signals and Systems, SUPELEC, CNRS, 3 rue Joliot Curie, 91192 Gif sur Yvette, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Unmanned Aerial Vehicles (UAVs); Differential flatness; Constrained Model Predictive Control (MPC);

    机译:无人机(UAV);差分平坦度;约束模型预测控制(MPC);

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