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Article

Enhanced Calibration Method for Robotic Flexible 3D Scanning System †

by
Zhilong Zhou
*,
Jinyong Shangguan
,
Xuemei Sun
*,
Yunlong Liu
,
Xu Zhang
,
Dengbo Zhang
and
Haoran Liu
College of Mechanical and Vehicle Engineering, Linyi University, Linyi 276012, China
*
Authors to whom correspondence should be addressed.
This article is a revised and expanded version of a paper entitled “Enhanced calibration method for robotic flexible 3D scanning system”, which was presented at Proceedings of the 40th Annual Youth Academic Conference of Chinese Association of Automation (YAC), Zheng Zhou, China, 17–19 May 2025.
Sensors 2025, 25(15), 4661; https://doi.org/10.3390/s25154661
Submission received: 17 June 2025 / Revised: 20 July 2025 / Accepted: 25 July 2025 / Published: 27 July 2025
(This article belongs to the Special Issue Applications of Manufacturing and Measurement Sensors: 2nd Edition)

Abstract

Large-sized components with numerous small key local features are essential in advanced manufacturing. Achieving high-precision quality control necessitates accurate and highly efficient three-dimensional (3D) measurement techniques. A flexible measurement system integrating a fringe-projection-based 3D scanner with an industrial robot is developed to enable the rapid measurement of large object surfaces. To enhance overall measurement accuracy, we propose an enhanced calibration method utilizing a multidimensional ball-based calibrator to simultaneously calibrate for hand-eye transformation and robot kinematic parameters. Firstly, a preliminary hand-eye calibration method is introduced to compensate for measurement errors at observation points, leveraging geometric-constraint-based optimization and a virtual single point derived via the barycentric calculation method. Subsequently, a distance-constrained calibration method is proposed to jointly estimate the hand-eye transformation and robot kinematic parameters, wherein a distance error model is constructed to link parameter errors with the measured deviations of a virtual single point. Finally, calibration and validation experiments were carried out, and the results indicate that the maximum and average measurement errors were reduced from 1.053 mm and 0.814 mm to 0.421 mm and 0.373 mm, respectively, thereby confirming the effectiveness of the proposed method.
Keywords: robotic 3D scanning system; hand-eye calibration; kinematic parameter calibration; geometric constraints; error correction robotic 3D scanning system; hand-eye calibration; kinematic parameter calibration; geometric constraints; error correction

Share and Cite

MDPI and ACS Style

Zhou, Z.; Shangguan, J.; Sun, X.; Liu, Y.; Zhang, X.; Zhang, D.; Liu, H. Enhanced Calibration Method for Robotic Flexible 3D Scanning System. Sensors 2025, 25, 4661. https://doi.org/10.3390/s25154661

AMA Style

Zhou Z, Shangguan J, Sun X, Liu Y, Zhang X, Zhang D, Liu H. Enhanced Calibration Method for Robotic Flexible 3D Scanning System. Sensors. 2025; 25(15):4661. https://doi.org/10.3390/s25154661

Chicago/Turabian Style

Zhou, Zhilong, Jinyong Shangguan, Xuemei Sun, Yunlong Liu, Xu Zhang, Dengbo Zhang, and Haoran Liu. 2025. "Enhanced Calibration Method for Robotic Flexible 3D Scanning System" Sensors 25, no. 15: 4661. https://doi.org/10.3390/s25154661

APA Style

Zhou, Z., Shangguan, J., Sun, X., Liu, Y., Zhang, X., Zhang, D., & Liu, H. (2025). Enhanced Calibration Method for Robotic Flexible 3D Scanning System. Sensors, 25(15), 4661. https://doi.org/10.3390/s25154661

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