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FORMAL ANALYSIS METHOD AND SYSTEM FOR CONFORMAL GEOMETRIC ALGEBRA-BASED MOTION PLANNING OF ROBOT MANIPULATOR

机译:基于等角几何代数的机械臂运动规划的形式分析方法和系统

摘要

A formal analysis method and system for conformal geometric algebra-based motion planning of a robot manipulator. The method comprises: determining a specific structural parameter and motion planning parameter of a robot; constructing, on the basis of conformal geometric algebra, a corresponding geometric model with respect to elementary components and motion planning constraints of the robot, wherein the constructed geometric model is described in a higher-order logic language; performing, on the basis of the constructed geometric model, formal modeling of a motion process of the robot, to obtain a logical model of a geometric relation of the motion process of the robot; acquiring a motion-related logical relation corresponding to a constraint or an attribute of a motion process to be verified of the robot; and verifying whether the motion-related logical relation holds true. The present method is employed to perform analysis to improve verification accuracy and reduce computational complexity.
机译:一种形式化的分析方法和系统,用于基于保形几何代数的机器人操纵器运动规划。该方法包括:确定机器人的特定结构参数和运动计划参数;以及基于共形几何代数,构建关于机器人的基本组成部分和运动计划约束的对应几何模型,其中,以较高阶逻辑语言描述所构建的几何模型;在构造的几何模型的基础上,对机器人的运动过程进行形式化建模,得到机器人的运动过程的几何关系的逻辑模型;获取与机器人要验证的运动过程的约束或属性相对应的运动相关逻辑关系;验证与运动有关的逻辑关系是否成立。本方法用于执行分析以提高验证准确性并降低计算复杂度。

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