机器人
校准
机器人校准
轮缘
计算机科学
趋同(经济学)
迭代法
对偶(语法数字)
模拟
人工智能
控制理论(社会学)
机器人运动学
工程类
算法
数学
移动机器人
结构工程
经济
艺术
文学类
控制(管理)
统计
经济增长
作者
Yanding Qin,Pengxiu Geng,Bowen Lv,Yiyang Meng,Zhichao Song,Jianda Han
出处
期刊:Sensors
[Multidisciplinary Digital Publishing Institute]
日期:2022-02-26
卷期号:22 (5): 1861-1861
被引量:19
摘要
A multi-robot collaboration system can complete more complex tasks than a single robot system. Ensuring the calibration accuracy between robots in the system is a prerequisite for the effective inter-robot cooperation. This paper presents a dual-robot system for orthopedic surgeries, where the relationships between hand-eye, flange-tool, and robot-robot need to be calibrated. This calibration problem can be summarized to the solution of the matrix equation of AXB=YCZ. A combined solution is proposed to solve the unknown parameters in the equation of AXB=YCZ, which consists of the dual quaternion closed-form method and the iterative method based on Levenberg-Marquardt (LM) algorithm. The closed-form method is used to quickly obtain the initial value for the iterative method so as to increase the convergence speed and calibration accuracy of the iterative method. Simulation and experimental analyses are carried out to verify the accuracy and effectiveness of the proposed method.
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