Predictive control of 5 DOF robot arm of autonomous mobile robotic system motion control employing mathematical model of the robot arm dynamics

K. Belda, Oliver Rovný
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引用次数: 16

Abstract

The paper deals with a design of model predictive control (MPC) as an example of the advanced local motion control of articulated robot arms in the scope of manipulation operations within the intradepartmental transportation among workplaces. Initially, the use of articulated robotic arms as a part of mobile robotic systems is discussed. Then, the convenient composition of mathematical models of kinematics and dynamics of the aforementioned robot arms is introduced. Thereafter, MPC design is explained. The proposed theoretical methods of the mathematical modeling and control design are demonstrated by the simulation of the 5 degrees of freedom robot arm composed of drive, joint and arm modules of the Schunk Co.
基于机械臂动力学数学模型的自主移动机器人系统五自由度机械臂运动预测控制
本文研究了一种模型预测控制(MPC)的设计方法,并以部门内车间间运输操作操作范围内铰接机械臂的高级局部运动控制为例进行了研究。首先,使用铰接机械臂作为移动机器人系统的一部分进行了讨论。然后,介绍了上述机械臂的运动学和动力学数学模型的便捷组成。然后对MPC的设计进行了说明。通过对Schunk公司由驱动、关节和手臂模块组成的5自由度机械臂的仿真,验证了所提出的数学建模和控制设计的理论方法。
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