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Modeling of head and hand coordination in unconstrained three-dimensional movements.

机译:无约束的三维运动中头部和手部协调的建模。

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摘要

Visual information is crucial for the representation of the space in which the hand and body move. The acquisition of visual information is achieved by eye and head movements, which are affected by concurrent hand and whole-body movements. This thesis investigates the interaction and control of head and hand movements in the context of unconstrained, visually-guided aiming and pointing tasks in a three-dimensional space. Measurements of head movements for target localization tasks indicate that head movement kinematics is composed of an initial component weakly correlated to target position, followed by multiple corrections. Since the eyes are estimated to aim at the target when the corrections occur, it is suggested that a goal of head movements is to achieve a desired final orientation (posture). This hypothesis is supported by experiments showing that (1) the proportional contribution of head movement in gaze displacement, which corresponds to 68% and 43% ( r2 = 0.95 and 0.65) of target azimuth and elevation, respectively, is consistent in spite of the variability in corrective movement kinematics; and (2) the final head orientation corresponds to an optimal posture for a given target position and task requirement that minimizes the error of the visuo-spatial representation in an egocentric reference frame associated with eye and head orientation. Furthermore, head posture and movement reflect the influence of the concurrent tasks performed by the whole-body or hands, as indicated by experiments showing that: (1) forward displacement of the center of mass induced by hand movement can be compensated by head elevation; (2) the head and hand movement controllers should negotiate the control of common links to achieve both global and segment-specific goals. Based on the above observations, a coordination model of unconstrained 3D reach movements, including multiple phases with specific controllers, was developed. A supervisory system coordinates appropriate control modes by discrete sampling of movement outcomes. The model suggests that unconstrained 3D movements are effectively controlled on-the-fly within a context, and may not require optimization schemes for coordination. The model implementation shows its capacity to simulate accurately visually guided reach movements, while preserving their dynamic characteristics.
机译:视觉信息对于表示手和身体在其中移动的空间至关重要。视觉信息的获取是通过眼睛和头部的运动来实现的,而眼睛和头部的运动会受到手和全身同时运动的影响。本文研究了三维空间中不受约束的,视觉引导的瞄准和指向任务情况下头部和手部动作的交互作用和控制。针对目标定位任务的头部运动的测量结果表明,头部运动运动学由与目标位置弱相关的初始分量组成,然后进行多次校正。由于估计出发生校正时眼睛会瞄准目标,因此建议头部运动的目标是获得所需的最终方向(姿势)。该假设得到了实验的支持,实验表明:(1)头部运动在凝视位移中所占的比例贡献是一致的,尽管它们分别对应于目标方位角和仰角的68%和43%(r2 = 0.95和0.65)。矫正运动运动学的可变性; (2)最终的头部方位对应于给定目标位置和任务要求的最佳姿势,该最佳姿势使与眼睛和头部方位相关的以自我为中心的参考系中的视觉空间表示的误差最小。此外,头部的姿势和运动反映了全身或手同时执行的任务的影响,如实验所示:(1)头部抬高可以补偿手部运动引起的质心向前位移; (2)头部和手部运动控制器应协商对公共链接的控制,以实现全局和特定于细分的目标。基于以上观察,开发了无约束3D到达运动的协调模型,包括带有特定控制器的多个阶段。监控系统通过对运动结果进行离散采样来协调适当的控制模式。该模型表明,不受约束的3D运动可以在上下文中动态地得到有效控制,并且可能不需要用于协调的优化方案。该模型的实现显示了在保持其动态特性的同时,可以精确地模拟视觉引导的到达运动的能力。

著录项

  • 作者

    Kim, Kyung Han.;

  • 作者单位

    University of Michigan.;

  • 授予单位 University of Michigan.;
  • 学科 Engineering Automotive.; Engineering Industrial.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 150 p.
  • 总页数 150
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术及设备;一般工业技术;
  • 关键词

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