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Data-Driven Remote Center of Cyclic Motion Control for Redundant Robots With Rod-Shaped End-Effector 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 9
作者:  Liu, Mei;  Liu, Kun;  Zhu, Puchen;  Zhang, Guoqian;  Ma, Xin;  Shang, Mingsheng
收藏  |  浏览/下载：7/0  |  提交时间：2024/04/07
Robots  End effectors  Robot kinematics  Kinematics  Recurrent neural networks  Jacobian matrices  Task analysis  Data driven  end-effector  recurrent neural network (RNN)  redundant robot  remote center of motion (RCM)  
Metaheuristic-Based RNN for Manipulability Optimization of Redundant Manipulators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 10
作者:  Tan, Jiawang;  Shang, Mingsheng;  Jin, Long
收藏  |  浏览/下载：158/0  |  提交时间：2024/05/06
Manipulators  Optimization  Collision avoidance  Jacobian matrices  Kinematics  Task analysis  Linear programming  Manipulability optimization  metaheuristic optimization  nonconvex  obstacle avoidance  recurrent neural network  
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
作者:  Yang, Weiyi;  Li, Shuai;  Li, Zhibin;  Luo, Xin
收藏  |  浏览/下载：176/0  |  提交时间：2024/05/06
Data driven  draw-wire sensor  extended Kalman filter  geometric error  industrial manipulator  manipulator calibration  nongeometric error  residual neural network (ResNN)  
Modified Gradient Projection Neural Network for Multiset Constrained Optimization 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 9, 页码: 9413-9423
作者:  Ying, Liufu;  Long, Jin;  Shuai, Li
收藏  |  浏览/下载：10/0  |  提交时间：2023/12/25
Modified gradient projection neural network (MGPNN)  multiset constrained optimization (MSCO) problem  robust stability  underactuated system  
Data-Driven Motion-Force Control Scheme for Redundant Manipulators: A Kinematic Perspective 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 8, 页码: 5338-5347
作者:  Fan, Jialiang;  Jin, Long;  Xie, Zhengtai;  Li, Shuai;  Zheng, Yu
收藏  |  浏览/下载：63/0  |  提交时间：2022/08/22
Manipulators  Kinematics  End effectors  Force  Jacobian matrices  Robots  Force control  Data driven  kinematic control  motion-force control  recurrent neural network (RNN)  redundant manipulators  
Obstacle Avoidance and Tracking Control of Redundant Robotic Manipulator: An RNN-Based Metaheuristic Approach 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 7, 页码: 4670-4680
作者:  Khan, Ameer Hamza;  Li, Shuai;  Luo, Xin
收藏  |  浏览/下载：128/0  |  提交时间：2020/08/24
Manipulators  Collision avoidance  Trajectory  Optimization  Task analysis  Kinematics  Metaheuristic optimization  obstacle avoidance  recurrent neural network (RNN)  tracking control  
New Disturbance Rejection Constraint for Redundant Robot Manipulators: An Optimization Perspective 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 4, 页码: 2221-2232
作者:  Chen, Dechao;  Li, Shuai;  Wu, Qing;  Luo, Xin
收藏  |  浏览/下载：150/0  |  提交时间：2020/02/18
Manipulators  Optimization  Three-dimensional displays  Robustness  Neural networks  Task analysis  Dynamical quadratic programming (DQP)  hybrid multiple objectives  robustness  redundant robot manipulators  time-varying disturbances  
RNN for Solving Perturbed Time-Varying Underdetermined Linear System With Double Bound Limits on Residual Errors and State Variables 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 卷号: 15, 期号: 11, 页码: 5931-5942
作者:  Lu, Huiyan;  Jin, Long;  Luo, Xin;  Liao, Bolin;  Guo, Dongsheng;  Xiao, Lin
收藏  |  浏览/下载：100/0  |  提交时间：2020/08/24
Mathematical model  Time-varying systems  Linear systems  Informatics  Robots  Recurrent neural networks  Double bound limits  recurrent neural network  simulation results  theoretical analyses  time-varying underdetermined linear system  
Velocity-Level Control With Compliance to Acceleration-Level Constraints: A Novel Scheme for Manipulator Redundancy Resolution 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 卷号: 14, 期号: 3, 页码: 921-930
作者:  Zhang, Yinyan;  Li, Shuai;  Gui, Jie;  Luo, Xin
收藏  |  浏览/下载：236/0  |  提交时间：2018/06/04
Joint acceleration limit  manipulator  projection neural network  quadratic program (QP)  redundancy resolution  
Symmetric and Nonnegative Latent Factor Models for Undirected, High-Dimensional, and Sparse Networks in Industrial Applications 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 卷号: 13, 期号: 6, 页码: 3098-3107
作者:  Luo, Xin;  Sun, Jianpei;  Wang, Zidong;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(803Kb)  |  收藏  |  浏览/下载：428/0  |  提交时间：2018/03/05
Big data application  high-dimensional, and sparse (SHiDS) matrix  nonnegative latent factor (NLF) model  symmetry  undirected HiDS network