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Fuzzy expert control of coordinated robots using 3D measurements of human arm motions: coordinated motion control

机译:使用3D手臂运动测量值的协调机器人的模糊专家控制:协调运动控制

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Abstract: For multi-robot coordination experiments, traditional algorithmic approaches through partial optimization methods have given incomplete solutions with very heavy computational burdens. Complete neural-fuzzy solutions are still in exploratory stages, and are yet to be worked out. This paper addresses problems of planning coordinated robot motions by applying 3D measurement of human arm motions. This paper then proposes an improved fuzzy expert controller which executes optimally-planned paths given by the coordinated-motion planner. This fuzzy controller consists of a rule-based fuzzy tuner and intermittent algorithmic optimizer.!12
机译:摘要:对于多机器人协调实验,通过部分优化方法的传统算法方法给出了不完整的解决方案,并且计算量很大。完整的神经模糊解决方案仍处于探索阶段,尚待解决。本文通过对人体手臂运动进行3D测量来解决计划协调机器人运动的问题。然后,本文提出了一种改进的模糊专家控制器,该控制器执行协调运动计划器给出的最优计划路径。该模糊控制器由基于规则的模糊调谐器和间歇性算法优化器组成。!12

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