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Particle Swarm Optimization Quadrotor Control for Cooperative Aerial Transportation of Deformable Linear Objects

机译:协同变形空中物体运输的粒子群优化四旋翼控制

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摘要

We present a cooperative aerial robot system for the transportation of hoses. The hose-robot attachment makes the whole system physically interconnected but not rigid, so that control design becomes a difficult nonlinear optimization problem. The hose in quasistationary state can be modeled by sections of catenary curves. We use proportional integral derivative (PID) controllers for both quadrotor attitude and trajectory control, tuned by particle swarm optimization (PSO). In this work we test PSO minimizing an energy function to achieve the PID controller tuning for horizontal motion of quadrotor teams transporting hoses under different stress conditions.
机译:我们提出了一种用于软管运输的协作式空中机器人系统。软管-机器人附件使整个系统物理互连,但不刚性,因此控制设计成为一个困难的非线性优化问题。准静态状态的软管可以通过悬链曲线的各个部分进行建模。我们对四旋翼姿态和轨迹控制都使用比例积分微分(PID)控制器,并通过粒子群优化(PSO)对其进行了调整。在这项工作中,我们测试了使能量函数最小化的PSO,以实现PID控制器调整,以适应在不同应力条件下运输软管的四旋翼机组的水平运动。

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  • 来源
    《Cybernetics and Systems》 |2016年第4期|4-16|共13页
  • 作者单位

    Computational Intelligence Group, Computer Science Faculty, University of the Basque Country UPV/EHU, P. Manuel Lardizabal 1, San Sebastian 20018, Spain;

    Computational Intelligence Group, Computer Science Faculty, University of the Basque Country UPV/EHU, San Sebastian, Spain;

    Computational Intelligence Group, Computer Science Faculty, University of the Basque Country UPV/EHU, San Sebastian, Spain,Engine Centre, Wroclaw University of Technology, Wroclaw, Poland;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Control; hose; PSO; quadrotor;

    机译:控制;软管;PSO;四旋翼;

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