A Dual Quaternion-Based Approach for Coordinate Calibration of Dual Robots in Collaborative Motion
| Autor: | Miao Li, Jiabin Pan, Xubing Chen, Zhongtao Fu, Emmanouil Spyrakos-Papastavridis |
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| Rok vydání: | 2020 |
| Předmět: |
Control and Optimization
Computer science Calibration (statistics) Mechanical Engineering Biomedical Engineering Computer Science Applications Computer Science::Robotics Human-Computer Interaction Transformation (function) Artificial Intelligence Control and Systems Engineering Kinematics equations Singular value decomposition Robot Computer Vision and Pattern Recognition Noise (video) Dual quaternion Algorithm Linear equation |
| Zdroj: | IEEE Robotics and Automation Letters. 5:4086-4093 |
| ISSN: | 2377-3774 |
| Popis: | Coordinate calibration accuracy is a prerequisite for the achievement of collaborative motion of dual robots, and visual positioning. In the case of AXB=YCZ, the associated hand-eye (X), robot-robot (Y), and tool-flange (Z) coordinate relationships need to be determined in order to provide accurate data for dual-robot manipulation. The classical independent estimations and separable solving of rotational and translational components, inevitably induce certain levels of inaccuracy and inconsistency. To this end, the work presented herein describes an efficient approach based on dual quaternion (DQ), to the calibration of the hand-eye (X), robot-robot (Y), tool-flange (Z) transformations, corresponding to the dual-robot collaborative motion. After establishing a closed-form kinematic equation for dual robots in DQ form, the calibration process is divided into two steps: 1) the hand-eye transformation (X) calibration is performed by letting the one robot with the visual sensor move freely, while keeping the other robot with the end-tool in a fixed configuration, thereby allowing the calibration result to be obtained by solving the DQ-based linear equations with the SVD algorithm; 2) the simultaneous calibration of robot-robot (Y) and tool-flange (Z) is transformed into a DQ-based equation, and the results are obtained in a similar way. A simulation analysis is carried out, accounting for the presence of noise levels and different data pairs, while calibration experiments are also conducted to verify the accuracy and efficacy of the proposed method. |
| Databáze: | OpenAIRE |
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