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Design and control of human-friendly robots.

机译:人性化机器人的设计和控制。

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摘要

In this thesis, solutions to two of the problems encountered in the design and control of human-friendly robots are investigated. The first problem is severe human injuries can occur when an accidental human-manipulator impact happens. A theoretical and experimental study on using foam coverings to reduce the severity of a human-manipulator impact and enhance human safety is presented. An improved human-manipulator impact model that incorporates the manipulator dynamics, foam covering dynamics and the coupling between the human head and torso is introduced. A method for approximating the configuration-dependent dynamics of robotics manipulators with the dynamics of a single DOF manipulator is proposed. With this model, the design parameters that significantly influence the human head acceleration are investigated. A model-based foam covering design procedure to properly select parameters of foam coverings in accordance with safety criteria and the foam thickness constraint is then proposed. The impact model and the foam covering design procedure are validated experimentally with two manipulators. The maximum error between the predicted and experimental head acceleration was less than 9%. The maximum error between the predicted and experimental foam compressed depth was less than 12%.;The second problem is mobile robot navigation in the presence of humans and other motion-unpredictable obstacles. A novel navigation algorithm, based on the virtual force field (VFF) method, is proposed as a solution. It features improved functions for the repulsive and detour virtual forces, and a new stabilizing virtual force. Methods to calculate sizes of the active and critical regions for different obstacles are developed. Stability of the new VFF is proven using a novel piecewise Lyapunov function and Lyapunov's second method. Based on simulations for different obstacle configurations, the new VFF-based algorithm successfully produces collision-free paths while five well-known navigation algorithms incurred collisions in one of the configurations. With the new VFF-based navigation algorithm, simulations and experiments are successfully performed with a holonomic robot and a nonholonomic robot for several configurations, including multiple moving obstacles.
机译:本文研究了解决人类友好型机器人设计与控制中两个问题的方法。第一个问题是当人为操作意外撞击时,可能会造成严重的人身伤害。提出了使用泡沫覆盖物降低人为操纵器撞击的严重性并提高人身安全性的理论和实验研究。引入了一种改进的人机交互模型,该模型结合了人机动力学,泡沫覆盖物动力学以及人头与躯干之间的耦合。提出了一种利用单个自由度机械臂的动力学近似机器人机械臂的结构相关动力学的方法。使用此模型,研究了对人头加速度有重大影响的设计参数。然后提出了一种基于模型的泡沫覆盖物设计程序,以根据安全标准和泡沫厚度约束来正确选择泡沫覆盖物的参数。冲击模型和泡沫覆盖物设计程序通过两个操纵器进行了实验验证。预测的头部加速度与实验的头部加速度之间的最大误差小于9%。预测的和实验的泡沫压缩深度之间的最大误差小于12%。;第二个问题是在存在人类和其他无法预测的运动障碍的情况下进行移动机器人导航。提出了一种基于虚拟力场(VFF)方法的新型导航算法。它具有改进的排斥和绕行虚拟力功能,以及新的稳定虚拟力。开发了计算不同障碍物活动区域和关键区域大小的方法。使用新颖的分段Lyapunov函数和Lyapunov的第二种方法证明了新VFF的稳定性。基于对不同障碍物配置的仿真,基于VFF的新算法成功生成了无碰撞路径,而其中五种著名的导航算法在其中一种配置中发生了碰撞。借助基于VFF的新导航算法,完整的机器人和非完整的机器人针对多种配置(包括多个移动障碍物)成功进行了仿真和实验。

著录项

  • 作者

    Zeng, Lingqi.;

  • 作者单位

    McMaster University (Canada).;

  • 授予单位 McMaster University (Canada).;
  • 学科 Engineering Mechanical.;Artificial Intelligence.;Engineering Robotics.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 279 p.
  • 总页数 279
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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