Tianjin Key Laboratory of Intelligent Robotics, College of Artificial Intelligence, Nankai University, Tianjin 300350, China.
Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen 518083, China.
Sensors (Basel). 2022 Feb 26;22(5):1861. doi: 10.3390/s22051861.
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 =. A combined solution is proposed to solve the unknown parameters in the equation of =, 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.
多机器人协作系统可以完成比单机器人系统更复杂的任务。确保系统中机器人之间的校准精度是有效机器人间协作的前提。本文提出了一种用于骨科手术的双机器人系统,其中需要校准手眼、法兰工具和机器人-机器人之间的关系。这个校准问题可以总结为矩阵方程=的解。提出了一种组合解决方案来求解方程=中的未知参数,该解决方案由对偶四元数闭式方法和基于 Levenberg-Marquardt (LM) 算法的迭代方法组成。闭式方法用于快速获得迭代方法的初始值,以提高迭代方法的收敛速度和校准精度。通过仿真和实验分析验证了所提出方法的准确性和有效性。