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Introduction and testing of an alternative control approach for a robotic prosthetic arm.

机译:介绍和测试机器人假肢的替代控制方法。

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摘要

Commercially available robotic prosthetic arms currently use independent joint control. An alternative controller involving only control of the hand in a Cartesian frame rather than controlling each joint independently is proposed and tested. A training tool that was previously developed for amputee patients was used as the platform for testing the proposed control approach. As opposed to joint control, Cartesian control requires the solution to the inverse kinematics problem. The inverse kinematics solution was developed for the robotic arm component of the training tool using the extended Jacobian method. The two control methodologies, joint control and Cartesian control, were tested on five able-bodied human subjects. Improvement of one control methodology over the other was measured by the time it took for the subjects to complete a simple motor task. In order to more systematically evaluate the perceived benefits of Cartesian control, two versions of Cartesian control were tested. Version 1 implemented the Cartesian control methodology but only allowed for motion in one direction at a time. Version 2 allowed for the combination of two directions, therefore, allowing straight-line motion. Each subject completed five timed trials with each control methodology. The initial timed trial results were, on average, faster for both versions of Cartesian control, indicating that Cartesian control was more intuitive, and thus, easier to learn. Once, the ability for straight-line motion was incorporated in version 2 of the Cartesian controller, the average timed trial results for all trials improved significantly over joint control. These results indicate a clear superiority of Cartesian control over joint control in the control of a robotic prosthetic arm. Additionally, comparisons were made to previous trials performed with the training tool. The previous trials only tested joint control but implemented myoelectric control, a feature not available for the Cartesian control testing discussed here. Myoelectric control involves measuring signals from a user's muscle activity in a particular site. These comparisons helped to validate the trends seen in the testing discussed here as well as suggest that further improvement of the Cartesian control methodology could be obtained by implementing myoelectric control.
机译:市售的机器人假肢目前使用独立的关节控制。提出并测试了一种替代控制器,该控制器仅涉及在笛卡尔坐标系中控制手部而不是独立控制每个关节。以前为截肢患者开发的培训工具被用作测试建议的控制方法的平台。与联合控制相反,笛卡尔控制需要解决逆运动学问题。使用扩展的Jacobian方法为训练工具的机械臂组件开发了逆运动学解决方案。在五个健全的人类受试者上测试了两种控制方法,即联合控制和笛卡尔控制。通过受试者完成一项简单的运动任务所花费的时间来衡量一种控制方法相对于另一种控制方法的改进。为了更系统地评估笛卡尔控制的感知收益,测试了两种版本的笛卡尔控制。版本1实施了笛卡尔控制方法,但一次只允许在一个方向上移动。版本2允许两个方向组合,因此允许直线运动。每个受试者用每种对照方法完成五次定时试验。对于两种版本的笛卡尔控件,最初的定时试验结果平均来说更快,这表明笛卡尔控件更直观,因此更容易学习。一旦将直线运动的能力合并到了笛卡尔控制器的版本2中,所有试验的平均定时试验结果均明显优于关节控制。这些结果表明在机器人假肢的控制中,笛卡尔控制明显优于关节控制。此外,与以前使用该培训工具进行的试验进行了比较。以前的试验仅测试关节控制,但实施了肌电控制,此处讨论的笛卡尔控制测试不具备此功能。肌电控制涉及在特定部位测量来自用户肌肉活动的信号。这些比较有助于验证此处讨论的测试中看到的趋势,并建议通过实施肌电控制可以进一步改善笛卡尔控制方法。

著录项

  • 作者

    Griggs, Lauren.;

  • 作者单位

    The University of Alabama in Huntsville.;

  • 授予单位 The University of Alabama in Huntsville.;
  • 学科 Engineering Robotics.
  • 学位 M.S.E.
  • 年度 2013
  • 页码 124 p.
  • 总页数 124
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 TS97-4;
  • 关键词

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