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Modular robot design and pose training.

机译:模块化机器人设计和姿势训练。

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摘要

For educational and search and rescue robotic applications, a modular robot system has been developed. The emphasis of this robot research project is to significantly increase the mobility of individual modules with a simple physical shape. This facilitates the task of attaching multiple modules into clusters to create a more complex and capable robot system.;The mechanical design, electrical design and methods of software development of the modular robot are described in detail in this thesis. The process of choosing the physical shape, required torque, and components are discussed. Mathematical modeling and FEA analysis are presented. Consideration is given to manufacturability and to ease of assembly. Several operating modes are demonstrated which are unique to this modular robot design.;During the testing period of this research, a new method of motion control programming, called "pose training" was developed. Pose training allows the user to teach the robot how to move by physically manipulating the module by hand. Poses are recorded and played back in succession to form motion control.;A simplified mathematical model was developed for the robot. This research lays the groundwork for a module to autonomously improve motions inputted through pose training. The software uses reinforcement learning to allow the user to control how much the robot gate is changed. This improves the robot gait without losing the original intent of the inputted motion.
机译:对于教育,搜索和救援机器人应用,已经开发了模块化机器人系统。该机器人研究项目的重点是通过简单的物理形状显着提高单个模块的移动性。这简化了将多个模块附加到集群中以创建一个更复杂且功能强大的机器人系统的任务。;本文详细描述了模块化机器人的机械设计,电气设计和软件开发方法。讨论了选择物理形状,所需扭矩和组件的过程。介绍了数学建模和有限元分析。考虑了可制造性和易于组装。演示了此模块化机器人设计所独有的几种操作模式。;在本研究的测试期间,开发了一种称为“姿势训练”的运动控制编程新方法。姿势训练允许用户通过手动操作模块来教机器人如何运动。姿势被记录并连续播放以形成运动控制。;为机器人开发了简化的数学模型。这项研究为自主改善通过姿势训练输入的运动的模块奠定了基础。该软件使用强化学习功能,使用户可以控制更改机器人浇口的数量。这改善了机器人的步态,而不会丢失输入运动的原始意图。

著录项

  • 作者

    Ryland, Graham G.;

  • 作者单位

    University of California, Davis.;

  • 授予单位 University of California, Davis.;
  • 学科 Engineering Mechanical.;Engineering Robotics.
  • 学位 M.S.
  • 年度 2009
  • 页码 81 p.
  • 总页数 81
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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