一种具有成本效益的小型人形双足机器人行走步态稳定性和步态效率研究:分析、仿真与实现

Tan Kah Hooi, M. Mahyuddin
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引用次数: 2

摘要

本文讨论了仿人双足步态稳定性及其步态效率的研究。该项目涉及使用开源人形机器人PLEN 2来研究最近开发的步行步态控制系统。从静态和动态两个角度研究了仿人步行步态的稳定性。采用零矩点或零矩点与非线性反馈动态补偿相结合的方法生成稳定的步行步态,并在实际仿人机器人平台上实现。在步态分析和控制设计中考虑了双足机器人PLEN2的非线性动力学特性。这项工作的主要贡献是在3D打印小型人形机器人(PLEN2)上方便地验证了增强的步行步态控制。在恒拍控制器中加入惯性质量矩阵的伪逆,保证了仿真中的数值计算。这有利于快速迭代设计过程,涉及两个方面:实现双足步态的关节轨迹的塑造以及机械设计的变化,在这种情况下,人形腿的长度。PLEN2是一款性价比高的开源人形机器人平台,设计人员可以方便地修改其腿的机械设计,以实现稳定而高效的行走步态。通过在PLEN2上的实际硬件实现,验证了双足仿人机器人的仿真结果。
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A study of walking gait stability and gait efficiency of a cost-effective small humanoid bipedal robot: Analysis, simulation and implementation
This paper discusses the study of humanoid bipedal gait stability and the corresponding gait efficiency. The project involves the use of an open source humanoid robot, PLEN 2 to study the recently developed walking gait control system. The stability of a humanoid walking gait is studied from both static and dynamic point of view. Zero-moment Point or ZMP coupled with nonlinear feedback dynamic compensation method are employed to generate a stable walking gait, suitably implemented on a real humanoid robot platform. Nonlinear dynamics of the bipedal PLEN2 is considered in the walking gait analysis and control design. The primary contribution made in this work is the convenient verification of the enhanced walking gait control on a 3D printed small humanoid robot (PLEN2). The enhancement accomplished is the incorporation of pseudoinverse of the inertia mass matrix in the dead beat controller to guarantee numerical computation in the simulation. This facilitates fast iterative design process which involves both facets: the shaping of the joint trajectory in achieving bipedal gait and also the mechanical design variation which in this case, the length of the humanoid leg. Being a cost-effective open source humanoid robot platform, the mechanical design for the PLEN2's legs can be modified conveniently by the designer as to achieve a stable and yet efficient walking gait. The simulation result of the bipedal humanoid robot is verified by the real hardware implementation on the PLEN2.
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