论文标题

肌肉章鱼臂在三维中移动的能量塑造控制

Energy Shaping Control of a Muscular Octopus Arm Moving in Three Dimensions

论文作者

Chang, Heng-Sheng, Halder, Udit, Shih, Chia-Hsien, Naughton, Noel, Gazzola, Mattia, Mehta, Prashant G.

论文摘要

柔性章鱼臂具有卓越的能力,可以协调大量自由度并执行复杂的操纵任务。结果,这些系统继续吸引生物学家和机器人的注意力。在本文中,我们开发了一个三维模型的软章鱼臂,配备了生物力学上逼真的肌肉致动。考虑所有主要肌肉群施加的内力和夫妻。描述了一种能量塑形控制方法来协调肌肉活动,以便在3D空间中掌握和触及。本文的主要贡献是:(i)主要肌肉群建模以引起三维运动; (ii)基于存储的能量功能的肌肉激活的数学公式; (iii)通过在特殊的欧几里得组SE中解决优化问题获得的设计特定于任务的平衡配置的计算有效过程(3)。然后,基于优化问题解决方案引起的共同状态变量,对肌肉控制进行迭代计算。在物理上精确的软件环境弹性中,该方法在数值上得到了证明。报告了模拟观察到的章鱼行为的数值实验的结果。

Flexible octopus arms exhibit an exceptional ability to coordinate large numbers of degrees of freedom and perform complex manipulation tasks. As a consequence, these systems continue to attract the attention of biologists and roboticists alike. In this paper, we develop a three-dimensional model of a soft octopus arm, equipped with biomechanically realistic muscle actuation. Internal forces and couples exerted by all major muscle groups are considered. An energy shaping control method is described to coordinate muscle activity so as to grasp and reach in 3D space. Key contributions of this paper are: (i) modeling of major muscle groups to elicit three-dimensional movements; (ii) a mathematical formulation for muscle activations based on a stored energy function; and (iii) a computationally efficient procedure to design task-specific equilibrium configurations, obtained by solving an optimization problem in the Special Euclidean group SE(3). Muscle controls are then iteratively computed based on the co-state variable arising from the solution of the optimization problem. The approach is numerically demonstrated in the physically accurate software environment Elastica. Results of numerical experiments mimicking observed octopus behaviors are reported.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源