Operational Space Formulation Under Joint Constraints

J. D. M. Osorio, M. D. Fiore, F. Allmendinger
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引用次数: 1

Abstract

In this paper, the problem of including hard constraints in the stack of tasks for torque-controlled serial manipulators is treated. The classic potential field approach is studied and a novel implementation of it is proposed. This implementation reduces the kinetic energy in the proximity of joint limits. Furthermore, a novel approach is proposed in order to include not only joint positions but also joint velocities and acceleration limits. This approach is called “Saturation in Joint Space” (SJS). The algorithm proceeds by creating a task with the highest priority in a stack of tasks scheme. This high priority task saturates the acceleration of the joints that would exceed their motion limits. The methods are tested and compared in simulation for the KUKA LBR iiwa. The SJS approach presents smoother behaviour near to the joint limits, while a Cartesian trajectory is traced. Experiments are performed to test the efficiency of this method in a real environment and under interaction with a human. The on-line saturation of the joint acceleration generates a friendly behaviour with the human even when he pushes the robot towards its limits.
联合约束下的作战空间公式
本文研究了力矩控制串行机械臂任务栈中包含硬约束的问题。对经典的势场方法进行了研究,提出了一种新的实现方法。这种实现减少了关节极限附近的动能。在此基础上,提出了一种既考虑关节位置又考虑关节速度和加速度限制的新方法。这种方法被称为“关节空间饱和”(SJS)。该算法通过在任务堆栈方案中创建具有最高优先级的任务来进行。这个高优先级的任务使关节的加速度饱和,否则就会超过它们的运动极限。在KUKA LBR iiwa的仿真中对这些方法进行了测试和比较。SJS方法在接近关节极限时表现出更平滑的行为,同时跟踪笛卡尔轨迹。通过实验验证了该方法在真实环境和与人交互下的有效性。关节加速度的在线饱和即使在人类将机器人推向极限时也会产生友好的行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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