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Highly Accurate Manipulator Calibration via Extended Kalman Filter-Incorporated Residual Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 11, 页码: 10831-10841
Authors:  Yang, Weiyi;  Li, Shuai;  Li, Zhibin;  Luo, Xin
Favorite  |  View/Download:589/0  |  Submit date:2024/05/06
Data driven  draw-wire sensor  extended Kalman filter  geometric error  industrial manipulator  manipulator calibration  nongeometric error  residual neural network (ResNN)  
A Novel Calibration System for Robot Arm via an Open Dataset and a Learning Perspective 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 12, 页码: 5169-5173
Authors:  Li, Zhibin;  Li, Shuai;  Francis, Adam;  Luo, Xin
Favorite  |  View/Download:526/0  |  Submit date:2023/04/06
Robot calibration system  kinematic parameters  industrial robot arm  extended Kalman filter  improved covariance matrix adaptation evolution strategy  absolute positioning accuracy  
Using Quadratic Interpolated Beetle Antennae Search to Enhance Robot Arm Calibration Accuracy 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 4, 页码: 12046-12053
Authors:  Li, Zhibin;  Li, Shuai;  Luo, Xin
Favorite  |  View/Download:56/0  |  Submit date:2022/12/26
Evolutionary computation  extended Kalman filter  industrial robot arm  kinematic parameters  quadratic interpolated beetle antennae search  robot arm calibration  
Diversified Regularization Enhanced Training for Effective Manipulator Calibration 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
Authors:  Li, Zhibin;  Li, Shuai;  Bamasag, Omaimah Omar;  Alhothali, Areej;  Luo, Xin
Favorite  |  View/Download:63/0  |  Submit date:2022/08/22
Robots  Robot kinematics  Calibration  Service robots  Robot sensing systems  Kinematics  End effectors  Absolute positioning accuracy  ensemble  kinematic parameters  overfitting  regularization scheme  robot arms