Geometric Approach for Inverse Kinematics of the FANUC CRX Collaborative Robot

Robotics Pub Date : 2024-06-14 DOI:10.3390/robotics13060091
Manel Abbes, Gérard Poisson
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Abstract

Because they are safe and easy to use, collaborative robots are revolutionizing many sectors, including industry, medicine, and agriculture. Controlling their dynamics, movements, and postures are key points in this evolution. Inverse kinematics is then crucial for robot motion planning. In 6R serial robots, achieving a desired pose is possible with different joint combinations. In this paper, our focus lies in studying forward and, mainly, inverse kinematics of the FANUC CRX-10iA cobot, a 6R cobotic arm with a non-spherical wrist. Its specific structural parameters implies that no analytical solutions exist except for some particular situations. FANUC does not provide the complete set of inverse kinematic solutions, even when 16 solutions are possible, only 8 of them are provided in Roboguide software. Furthermore, the existing literature on joints-to-workspace mapping for CRX cobots is currently very limited. It either lacks or provides partial or inconsistent inverse kinematics analysis. We present and detail a novel fully geometric method for numerically solving inverse kinematics meeting the requirement of high precision and a fast response. This approach provides both the exact number of inverse kinematics solutions and the sets of joint angles even for singular configuration. Its effectiveness was verified through simulations using the Roboguide Software and experimentation on the actual CRX-10iA cobot. Several examples (8, 12, or 16 inverse kinematic solutions) have enabled us to validate and prove the robustness and reliability of this geometric approach.
FANUC CRX 协作机器人逆运动学的几何方法
协作机器人既安全又易于使用,正在给工业、医疗和农业等许多领域带来革命性的变化。控制它们的动态、运动和姿态是这一演变的关键点。因此,逆运动学对于机器人运动规划至关重要。在 6R 系列机器人中,可以通过不同的关节组合实现所需的姿势。在本文中,我们的重点是研究 FANUC CRX-10iA cobot 的正向运动学,主要是反向运动学。其特殊的结构参数意味着,除了某些特殊情况外,不存在分析解决方案。FANUC 没有提供完整的逆运动学解决方案,即使有 16 种解决方案,Roboguide 软件也只提供了其中的 8 种。此外,关于 CRX cobots 关节到工作空间映射的现有文献目前非常有限。这些文献要么缺乏逆运动学分析,要么提供了部分或不一致的逆运动学分析。我们提出并详细介绍了一种新颖的全几何方法,用于数值求解逆运动学,以满足高精度和快速响应的要求。即使是奇异配置,这种方法也能提供精确的逆运动学解数和关节角度集。通过使用 Roboguide 软件进行模拟,并在实际的 CRX-10iA cobot 上进行实验,验证了这种方法的有效性。通过几个实例(8、12 或 16 个逆运动学解决方案),我们验证并证明了这种几何方法的稳健性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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