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Design and Analysis of 7-DOF Human-Link Manipulator Based on Hybrid Intelligent Controller

机译:基于混合智能控制器的7-DOF人体链路机械手设计与分析

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摘要

A manipulator is an alternative to progress profitability in mechanical computerization. The robotic controller executes forms’ assembly operations in hazardous conditions. Since computerized controllers are highly vulnerable nonlinear powerful frameworks, it is hard to provide precise unique conditions at controlling laws’ configuration. Virtual Reality (VR) is a fundamental advance at use in modern biomedical, medical procedures and different fields where a 3D object helps to comprehend complex behavior. This work proposes the interaction with 3D models in VR environment achieved by accurate sensing from feedback, and then reconstructs the instruction according to practical limitation of a real human arm movement.In this work ANFIS played a key role in finding results with optimal values because the combination of Neural Networks (NN) benefits and obscure logic systems research examined the individual defects in both of them. Use of Artificial Neural Networks (ANN) in dynamic systems has quite extensive and accurate results, when adding a training signal system to the mixed learning base implemented at combining the slope proportions technique, a Least Square Error (LSE) preparing the ANFIS organization for any framework to take care of the issue any way. This work presents a keen controller actualization with 7-DOF controller for a model designed with a VR situation that reproduces the system design by associating Matlab/Simulink to connect the VR model with some instruction to execute orders delivered by the hybrid intelligent controller based on ANFIS technique. Palatable outcomes are implemented in reproductions that improve the procedure as an essential utilization of this controller design.
机译:操纵器是在机械计算机化中进展盈利能力的替代方案。机器人控制器在危险条件下执行表格的装配操作。由于计算机化控制器是高度脆弱的非线性强大的框架,因此很难在控制法律配置时提供精确的独特条件。虚拟现实(VR)是在现代生物医学,医疗程序和不同领域使用的基本进步,其中3D对象有助于理解复杂的行为。这项工作提出了通过从反馈精确感测实现的VR环境中与VR环境中的3D模型的交互,然后根据真正人臂运动的实际限制来重建指令。在这项工作中,ANFIS在找到具有最佳值的结果时发挥了关键作用,因为神经网络(NN)益处和模糊逻辑系统研究的组合检查了它们两者中的个体缺陷。在动态系统中使用人工神经网络(ANN)具有相当广泛和准确的结果,在组合斜率比例技术,最小二乘误差(LSE)以外,在实现时实现的混合学习基础时框架以任何方式处理问题。该工作介绍了具有7-DOF控制器的敏锐控制器实现,用于设计具有VR情况的模型,该模型通过将MATLAB / SIMULINK与一些指令联系到基于ANFIS的混合智能控制器来执行订单来再现系统设计来再现系统设计技术。可口结果在复制中实施,以改善该控制器设计的必要使用程序。

著录项

  • 作者

    Yousif Al Mashhadany;

  • 作者单位
  • 年度 2020
  • 总页数
  • 原文格式 PDF
  • 正文语种 rus;eng
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