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Robust Sliding Control of Robotic Manipulators Based on a Heuristic Modification of the Sliding Gain

机译:基于滑动增益启发式修改的机械手鲁棒滑行控制

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摘要

A task space robust trajectory tracking control is developed for robotic manipulators. A second order linear model, which defines the desired impedance for the robot, is used to generate the reference position, velocity and acceleration trajectories under the influence of an external force. The control objective is to make the robotic manipulator's end effector track the reference trajectories in the task space. A sliding mode based robust control is used to deal with system uncertainties and external perturbations. Thus, a sliding manifold is defined by a linear combination of the tracking errors of the system in the task space built from the difference between the real and the desired position, velocity and acceleration trajectories in comparison with previous works where the sliding manifold was defined by the desired impedance and the external force. Moreover, the ideal relay has been substituted by a relay with a dead-zone in order to fit in with the actual way in which a real computational device implements the typical sign function in sliding mode control. Furthermore, a higher level supervision algorithm is proposed in order to reduce the amplitude of the high frequency components of the output associated to an overestimation of the system uncertainty bounds. Then, the robust control law is applied to the case of a robot with parametric uncertainty and unmodeled dynamics. The closed-loop system is proved to be robustly stable with all signals bounded for all time while the control objective is fulfilled in practice. Finally, a simulation example which shows the usefulness of the proposed scheme is presented.
机译:为机器人操纵器开发了一种任务空间鲁棒的轨迹跟踪控制。定义了机器人所需阻抗的二阶线性模型用于在外力影响下生成参考位置,速度和加速度轨迹。控制目标是使机器人操纵器的末端执行器跟踪任务空间中的参考轨迹。基于滑模的鲁棒控制用于处理系统不确定性和外部干扰。因此,与以前的工作相比,滑动歧管是由任务空间中系统的跟踪误差的线性组合定义的,该误差是根据实际位置和期望位置,速度和加速度轨迹之间的差异构建的,所需的阻抗和外力。此外,理想的继电器已经被具有死区的继电器所替代,以适应实际计算设备在滑模控制中实现典型符号功能的实际方式。此外,提出了一种更高级别的监督算法,以减少与系统不确定性范围的过高估计相关的输出高频分量的幅度。然后,将鲁棒控制定律应用于具有参数不确定性和未建模动力学的机器人的情况。实践证明,该闭环系统在所有信号一直存在有界的情况下具有鲁棒的稳定性。最后,给出了一个仿真实例,说明了所提方案的有效性。

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