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A Bi-Criteria Kinematic Strategy for Motion/Force Control of Robotic Manipulator 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 13
作者:  Xie, Zhengtai;  Li, Shuai;  Jin, Long
收藏  |  浏览/下载:9/0  |  提交时间:2023/12/25
Motion/force control  robotic manipulator  dynamic neural networks (DNNs)  kinematic perspective.  
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:60/0  |  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  
RNN for Repetitive Motion Generation of Redundant Robot Manipulators: An Orthogonal Projection-Based Scheme 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 615-628
作者:  Xie, Zhengtai;  Jin, Long;  Luo, Xin;  Sun, Zhongbo;  Liu, Mei
收藏  |  浏览/下载:48/0  |  提交时间:2022/08/22
Manipulators  Kinematics  Recurrent neural networks  Task analysis  Redundancy  Error elimination  gradient descent method  orthogonal projection method  recurrent neural network (RNN)  redundant manipulators  repetitive motion generation (RMG)  
An Acceleration-Level Data-Driven Repetitive Motion Planning Scheme for Kinematic Control of Robots With Unknown Structure 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:  Xie, Zhengtai;  Jin, Long;  Luo, Xin;  Hu, Bin;  Li, Shuai
收藏  |  浏览/下载:54/0  |  提交时间:2022/08/22
Robots  Manipulators  Service robots  Kinematics  Recurrent neural networks  Planning  Redundancy  Acceleration level  data-driven technology  kinematic control of robots  recurrent neural network (RNN)  repetitive motion planning (RMP)  
Modified Newton Integration Algorithm With Noise Tolerance Applied to Robotics 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 11
作者:  Fu, Dongyang;  Huang, Haoen;  Wei, Lin;  Xiao, Xiuchun;  Jin, Long;  Liao, Shan;  Fan, Jialiang;  Xie, Zhengtai
收藏  |  浏览/下载:39/0  |  提交时间:2022/08/22
Mathematical model  Heuristic algorithms  Oceans  Noise measurement  Iterative algorithms  Education  Technological innovation  Dynamic system of linear equations  modified Newton integration (MNI) algorithm  noise tolerance  steady-state error  
A Data-Driven Cyclic-Motion Generation Scheme for Kinematic Control of Redundant Manipulators 期刊论文
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 卷号: 29, 期号: 1, 页码: 53-63
作者:  Xie, Zhengtai;  Jin, Long;  Luo, Xin;  Li, Shuai;  Xiao, Xiuchun
收藏  |  浏览/下载:159/0  |  提交时间:2021/03/01
Manipulator dynamics  Kinematics  Task analysis  Jacobian matrices  Neural networks  Redundancy  Cyclic-motion generation (CMG)  data driven  dynamic neural network (DNN)  learning and control  redundant manipulator