具有未知传感器非线性和操作对象不确定性的多臂机器人协调运动/力控制

Coordinated Motion/Force Control of Multiarm Robot With Unknown Sensor Nonlinearity and Manipulated Object’s Uncertainty

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2016
被引 31
ABS 3

中文导读

针对多臂机器人操作中传感器死区非线性和操作对象未知的问题,提出一种协调运动/力控制方法,确保运动与内力误差有界,并通过对比实验验证其有效性。

Abstract

To achieve satisfying motion/force objectives, it is required for the multiarm robot manipulation to tackle unknown nonlinearities and uncertainties. Existing control schemes have a requirement that the deadzone nonlinearity in the sensor channel could be ignored. However, the sensor deadzone is widely spread in real world applications; and its existence significantly limits the robotic performances. Moreover, the kinematics and dynamics of the manipulated object cannot be accurately known as the prior knowledge. Hence, such robotic systems may not be perfectly controlled by conventional approaches. In this paper, a coordinated motion/force control method is presented to handle unknown sensor deadzone and object's uncertainty. The proposed method ensures the motion and internal force errors be bounded in a small neighborhood around the origin. Finally, comparative studies are presented to show the effectiveness and robustness of the proposed scheme.

机器人控制多臂机器人非线性系统运动/力控制