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Keywords: Bayesian inference
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Journal Articles
Journal:
Journal of Mechanisms and Robotics
Publisher: ASME
Article Type: Research Papers
J. Mechanisms Robotics. October 2022, 14(5): 051009.
Paper No: JMR-21-1560
Published Online: February 21, 2022
... as a prior mean distribution of a Gaussian process, the prior distribution can be updated with experimental data using statistical Bayesian Inference, thus enabling more accurate description of the robot kinematics with fewer data points. The hybrid model is demonstrated to outperform an analytical model...