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Efficient motion generation for a six-legged robot walking on irregular terrain via integrated foothold selection and optimization-based whole-body planning

机译:通过集成的立足点选择和基于优化的整体规划,在不规则地形上行走的六足机器人可高效生成运动

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摘要

In this paper, an efficient motion planning method is proposed for a six-legged robot walking on irregular terrain. The method provides the robot with fast-generated free-gait motions to traverse the terrain with medium irregularities. We first of all introduce our six-legged robot with legs in parallel mechanism. After that, we decompose the motion planning problem into two main steps: first is the foothold selection based on a local footstep cost map, in which both terrain features and the robot mobility are considered; second is a whole-body configuration planner which casts the problem into a general convex optimization problem. Such decomposition reduces the complexity of the motion planning problem. Along with the two-step planner, discussions are also given in terms of the robot-environmental relationship, convexity of constraints and robot rotation integration. Both simulations and experiments are carried out on typical irregular terrains. The results demonstrate effectiveness of the planning method.
机译:本文针对六足机器人在不规则地形上行走提出了一种有效的运动计划方法。该方法为机器人提供了快速生成的自由步态运动,以在中等凹凸不平的情况下穿越地形。首先,我们介绍一下具有并联机构的腿的六足机器人。之后,我们将运动计划问题分解为两个主要步骤:首先是基于局部足迹成本图的立足点选择,其中既考虑了地形特征又考虑了机器人的机动性。第二个是全身配置计划器,它将问题转化为一般的凸优化问题。这种分解降低了运动计划问题的复杂性。除了两步计划器之外,还讨论了机器人与环境的关系,约束的凸度和机器人旋转集成。模拟和实验都在典型的不规则地形上进行。结果证明了该规划方法的有效性。

著录项

  • 来源
    《Robotica》 |2018年第3期|333-352|共20页
  • 作者

    Tian Yuan; Gao Feng;

  • 作者单位

    Shanghai Jiao Tong Univ, State Key Lab Mech Syst & Vibrat, Shanghai 200240, Peoples R China;

    Shanghai Jiao Tong Univ, State Key Lab Mech Syst & Vibrat, Shanghai 200240, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    six-legged robot; motion planning; foothold selection; optimization;

    机译:六足机器人;运动计划;立足点选择;优化;

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