二自由度机械臂的研制与神经控制

T. L. D. V. Lima, I. S. D. Freitas, J. B. D. M. Filho, Carlos Alberto Nóbrega Sobrinho, J. F. D. Silva
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引用次数: 0

摘要

本文设计并实现了一种采用旋转关节、三相感应电动机驱动的二自由度机械臂。机器人被允许在四分之一球体的空间区域内移动。位置控制由神经网络控制器完成,并基于轨迹跟随响应(正弦参考信号)和位置响应(阶跃参考信号)对控制系统的整体性能进行评估。
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Development and neural control of a robotic manipulator with two degrees of freedom
This paper presents the design and implementation of a two degree-of-freedom robotic manipulator using rotary joints and driven by three-phase induction motors. The robot is allowed to move over a spatial area of a quarter of a sphere. The position control is accomplished by neural network controllers and the overall control system performance is evaluated based on trajectory following response (sinusoidal reference signals) and on position response (step reference signals).
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