大型机器人皮肤的高效分布式扭矩计算

Florian Bergner, E. Dean-León, G. Cheng
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引用次数: 8

摘要

利用机器人皮肤实现机器人的动觉行为需要一个反应性皮肤扭矩控制器,该控制器将皮肤信息和机器人信息实时融合到一个合适的皮肤关节扭矩。在部署大规模蒙皮时,这种实时信息融合具有挑战性。在本文中,我们提出了一个系统,该系统可以有效地计算局部分布的皮肤细胞在接触点的扭矩,完全从实时回路中消除这种复杂的计算。我们论证了在皮肤细胞的局部微控制器上实现皮肤关节扭矩计算的可行性。在实际机器人上进行了实验,比较了分布式蒙皮关节扭矩计算与控制PC上计算的精度。我们还表明,这种新颖的分布式方法完全消除了机器人实时控制回路中计算皮肤关节扭矩的计算延迟。因此,这种方法消除了控制皮肤细胞最大数量的任何限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient Distributed Torque Computation for Large Scale Robot Skin
The realization of a kinesthetic robot behavior using robot skin requires a reactive skin torque controller, which fuses skin information and robot information to an appropriate skin joint torque in real-time. This fusion of information in real-time is challenging when deploying large scale skin. In this paper, we present a system which efficiently computes the torque of distributed skin cells locally at the point of contacts, completely removing this complex computations from the real-time loop. We demonstrate the feasibility of realizing the skin joint torque computations on the local micro-controllers of the skin cells. Conducting experiments with a real robot, we compare the accuracy of the distributed skin joint torque computation with the computation on the control PC. We also show that the novel distributed approach completely eliminates the computational delay of computing skin joint torques in the robot's real-time control loop. As a result, this approach removes any limits for the maximum number of skin cells in control.
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