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Zhang equivalence of different-level robotic schemes: An MVN case study based on PA10 robot manipulator

机译:不同级别机器人方案的Zhang等效性:基于PA10机器人的MVN案例研究

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Inverse kinematics (or say, redundancy resolution) is a fundamental issue in operating redundant manipulators, which has been widely investigated in the past three decades. Many redundancy-resolution schemes have been proposed for such a problem solving, which mainly work at a single level (e.g., the joint-velocity level or the joint-acceleration level). In this paper, for robotic redundancy resolution, two general scheme-formulations at two different levels are presented and investigated, one of which corresponds to the velocity-level schemes and the other corresponds to the acceleration-level schemes. The equivalent relationship between such two robotic schemes at two different levels is established via Zhang et al's neural-dynamics method, i.e., the so-called Zhang equivalence. Theoretical analysis on the case of minimum velocity norm (MVN) scheme, together with computer simulations based on the PA10 robot manipulator, substantiates well the reasonableness of Zhang equivalence. That is, the robotic redundancy-resolution schemes at different levels (e.g., at the joint-velocity level and at the joint-acceleration level) could be practically equivalent by using suitable performance indices and constraints.
机译:反向运动学(或称冗余分辨率)是操作冗余机械手的基本问题,在过去的三十年中,它已经得到了广泛的研究。已经提出了许多用于这种问题解决的冗余解决方案,这些方案主要在单个级别(例如,联合速度级别或联合加速度级别)上工作。在本文中,针对机器人冗余解决方案,提出并研究了两个不同级别的两个通用方案公式,其中一个对应于速度级方案,另一个对应于加速度级方案。这两个机器人方案在两个不同级别上的等效关系是通过Zhang等人的神经动力学方法建立的,即所谓的Zhang等价关系。对最小速度范数(MVN)方案的理论分析,以及基于PA10机器人操纵器的计算机模拟,充分证明了张当量的合理性。即,通过使用适当的性能指标和约束,在不同级别(例如,在联合速度级别和在联合加速度级别)的机器人冗余解决方案实际上可以等效。

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