用非线性优化方法分析了一个简单的仿人体碰撞后动力学主动柔度模型

V. Samy, Karim Bouyarmane, A. Kheddar
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引用次数: 1

摘要

我们分析了一个质量-弹簧-阻尼器模型作为主动顺应转向控制器来自适应顺应人形跌倒后的冲击动力学。我们使用它作为一个单一自由度的虚拟链接,可以连接在一个碰撞点和一个给定的肢体点之间(例如人形机器人的躯干或腰部)。通过将机器人关节的位置和扭矩限制映射到虚拟连杆中相应的位置和力限制,我们制定了一个非线性优化问题,以找到在达到稳态休息之前防止违反约束的允许刚度和阻尼。采用符号计算方法对非线性约束进行解析推导,然后用现成的非线性优化求解器进行数值求解。然后将虚拟模型轨迹映射回人形机器人的全身,并在HRP-4机器人上进行仿真说明。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of a simple model for post-impact dynamics active compliance in humanoids falls with nonlinear optimization
We analyse a mass-spring-damper model as an active compliance steering controller to adaptively comply with post-impact dynamics in humanoid falls. We use it as a one degree of freedom virtual link that can be attached between a point at impact and a given limb point (e.g. torso or waist of the humanoid). By mapping position and torque limits of the robot joints into corresponding position and force limits in the virtual link, we formulate a nonlinear optimization problem to find its admissible stiffness and damping that prevents violating the constraints before reaching a steady state rest. The nonlinear constraints are analytically derived using symbolic computation and then numerically solved with off-the-shelf nonlinear optimization solver. The virtual model trajectories are then mapped back on the full body of the humanoid robot and illustrated on the HRP-4 robot in simulation.
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