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Bipedal robot walking control on inclined planes by fuzzy reference trajectory modification

机译:基于模糊参考轨迹修正的双足机器人在倾斜平面上的行走控制

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摘要

The two-legged humanoid structure has advantages for an assistive robot in the human living and working environment. However, the control of bipedal walk is a challenge. Walking performance on solely even floor is not satisfactory. This paper presents a study on bipedal walk on inclined planes with changing slopes. A Zero Moment Point (ZMP) based gait synthesis technique is employed. The pitch angle reference for the foot sole plane—as expressed in a coordinate frame attached at the robot body—is adjusted online by a fuzzy logic system to adapt to different walking surface slopes. Ankle pitch torques and the average value of the body pitch angle, computed over a history of a predetermined number of sampling instants, are used as the inputs to this system. The proposed control method is tested via walking experiments with the 29 degrees-of-freedom human-sized full-body humanoid robot SURALP (Sabanci University Robotics Research Laboratory Platform) on even floor and inclined planes with different slopes. The results indicate that the approach presented is successful in enabling the robot to stably enter, ascend and leave inclined planes with 15 % (8.5°) grade. This, to the best knowledge of the authors, constitutes the steepest ascend reported to date, with a transition from even floor, by a blind walking biped robot.
机译:两足人形结构对于人类生活和工作环境中的辅助机器人具有优势。但是,控制双足步行是一个挑战。仅在平坦的地板上的步行性能并不令人满意。本文提出了一种在坡度变化的倾斜平面上进行双足行走的研究。采用了基于零力矩点(ZMP)的步态合成技术。脚底平面的俯仰角参考值(以附在机器人身体上的坐标系表示)由模糊逻辑系统在线调整,以适应不同的步行表面坡度。在预定数量的采样瞬间的历史上计算出的踝关节俯仰扭矩和身体俯仰角的平均值被用作该系统的输入。所提出的控制方法是通过在具有不同坡度的平坦地面和倾斜平面上使用29个自由度的人体大小的全身人形机器人SURALP(萨班奇大学机器人研究实验室平台)进行行走实验来测试的。结果表明,提出的方法成功地使机器人能够稳定地进入,上升和离开坡度为15%(8.5°)的平面。据作者所知,这是迄今为止报道的最陡峭的上升,由盲人行走的两足机器人从平坦的地面过渡。

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  • 来源
    《Soft Computing》 |2012年第11期|p.1959-1976|共18页
  • 作者单位

    Faculty of Engineering and Natural Sciences, Sabanci University, Orhanli, 34956, Tuzla-Istanbul, Turkey;

    Faculty of Engineering and Natural Sciences, Sabanci University, Orhanli, 34956, Tuzla-Istanbul, Turkey;

    Faculty of Engineering and Natural Sciences, Sabanci University, Orhanli, 34956, Tuzla-Istanbul, Turkey;

    Faculty of Engineering and Natural Sciences, Sabanci University, Orhanli, 34956, Tuzla-Istanbul, Turkey;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Humanoid robots; Bipedal blind walking; Inclined plane; Fuzzy systems; Orientation control;

    机译:人形机器人;双足步行;倾斜飞机;模糊系统;方向控制;

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