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Adaptive control subject to input constraints: Maneuvering wheeled platforms using a holonomic mobile robot.

机译:受到输入约束的自适应控制:使用完整的移动机器人操纵轮式平台。

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摘要

The problem of adaptive control in the presence of input constraints is addressed. The new control laws are presented in the context of a holonomic mobile robot pushing and steering a wheelchair using a single manipulator. Adaptive control is employed to estimate, in real time, the inertia characteristics of the wheelchair and its occupant, and friction between the wheelchair and the surface that it traverses. The input constraints considered are actuator saturation and actuator dynamics. Saturation of control input limits the maximum input that can be provided to the system and input actuator dynamics dictate the speed with which the control input can be realized. If left unaddressed, these constraints can result in estimation windup, poor tracking performance and/or instability. Additionally, in this case the problem is further exacerbated due to the fact that only a single manipulator is to be used for both pushing and steering due to weight and cost considerations. The control designs presented here complement the mechanical design of the manipulator such that a holonomic mobile robot employing the manipulator can maneuver a wheelchair asymptotically along a reference trajectory. The reference trajectories can be generated autonomously or provided by a human operator. Apart from the significant improvements in the performance of adaptive control subject to input constraints, this work has the potential to provide greater mobility to residents of Long Term Care facilities, which are currently experiencing an acute shortage of nurses and an increasing number of inmates. In general it can be used for maneuvering wheeled platforms. Experimental results employing an RP-6 mobile robot platform and a wheelchair are presented to validate the theoretical results.
机译:解决了存在输入约束时的自适应控制问题。在完整的移动机器人使用单个操纵器推动和操纵轮椅的情况下,提出了新的控制规律。自适应控制用于实时估计轮椅及其乘员的惯性特性,以及轮椅与它所经过的表面之间的摩擦。考虑的输入约束是执行器饱和度和执行器动力学。控制输入​​的饱和限制了可以提供给系统的最大输入,而输入执行器的动力学特性决定了实现控制输入的速度。如果不加以解决,这些约束条件可能导致估计结束,跟踪性能差和/或不稳定。另外,在这种情况下,由于重量和成本方面的考虑,由于仅单个操纵器将被用于推动和操纵,因此该问题进一步加剧。这里介绍的控制设计补充了机械手的机械设计,使得采用机械手的完整移动机器人可以沿参考轨迹渐近地操纵轮椅。参考轨迹可以自动生成或由操作员提供。除了在输入约束条件下自适应控制性能的显着改善外,这项工作还具有为长期护理设施的居民提供更大机动性的能力,长期护理设施目前正严重缺乏护士,囚犯人数日益增加。通常,它可用于操纵轮式平台。提出了使用RP-6移动机器人平台和轮椅的实验结果,以验证理论结果。

著录项

  • 作者单位

    Michigan State University.;

  • 授予单位 Michigan State University.;
  • 学科 Engineering Mechanical.;Engineering Robotics.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 180 p.
  • 总页数 180
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:38:13

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