模块化机械臂的层次智能控制。第二部分:可重构性与实验验证

W. W. Melek, A. Goldenberg
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引用次数: 0

摘要

关于p.t.a,见同上,第2-7页(2003)。在本文的A部分,我们开发了一种智能神经模糊架构,可以很容易地在存在动态参数不确定性和未建模干扰的情况下用于控制模块化和可重构的机械手。所提出的体系结构在传统PID控制器的基础上建立了几个层次结构。本文的第二部分讨论了神经模糊控制技能模块设计的系统准则。该模块用于在机械臂重构时更新神经模糊结构的自适应控制参数。此外,在本文的B部分中,我们提出了在模块化和可重构机器人上进行的实验。报告了一些最显著的实验结果。
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Hierarchical intelligent control of modular manipulators Part B: Reconfigurability and experimental validation
For pt.A, see ibid., p.2-7 (2003). In part A of this paper, we developed an intelligent neurofuzzy architecture that can be easily used in the presence of dynamic parameter uncertainty and unmodeled disturbances to control modular and reconfigurable manipulators. The proposed architecture has several levels of hierarchy built on top of a conventional PID controller. The present part B of the paper discussed systematic guidelines to design the skill module of the neurofuzzy control. Such module is used to update the adaptive control parameters of the neurofuzzy architecture when the robotic arm is reconfigured. Furthermore, in this part B of the paper, we present experiments that where conducted on a modular and reconfigurable robot. Some of the most notably significant experimental results are reported.
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