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Orientation Tracking Incorporated Multicriteria Control for Redundant Manipulators With Dynamic Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 卷号: 71, 期号: 4, 页码: 3801-3810
作者:  Liu, Mei;  Shang, Mingsheng
收藏  |  浏览/下载:196/0  |  提交时间:2024/01/17
Computational complexity  dynamic neural network (DNN)  kinematic control  multicriteria control scheme  orientation tracking  
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:5/0  |  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)  
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:61/0  |  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  
Real-time cooperative kinematic control for multiple robots in distributed scenarios with dynamic neural networks 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 621-632
作者:  Liu, Mei;  Zhang, Jiazheng;  Shang, Mingsheng
收藏  |  浏览/下载:64/0  |  提交时间:2022/08/22
Multiple redundant manipulators  Cooperative control  Motion planning  Dynamic neural network  
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)  
RNN for Receding Horizon Control of Redundant Robot Manipulators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 卷号: 69, 期号: 2, 页码: 1608-1619
作者:  Yan, Jingkun;  Jin, Long;  Yuan, Zhanting;  Liu, Zhiyi
收藏  |  浏览/下载:152/0  |  提交时间:2021/12/23
Manipulators  Optimization  Acceleration  Recurrent neural networks  Mathematical model  Trajectory tracking  Trajectory  Joint limits  receding horizon control (RHC)  recurrent neural network (RNN)  redundant manipulator  trajectory tracking  
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)  
Perturbed Manipulability Optimization in a Distributed Network of Redundant Robots 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 8, 页码: 7209-7220
作者:  Jin, Long;  Zhang, Jiazheng;  Luo, Xin;  Liu, Mei;  Li, Shuai;  Xiao, Lin;  Yang, Zihao
收藏  |  浏览/下载:167/0  |  提交时间:2021/08/20
Manipulators  Optimization  Task analysis  Kinematics  Recurrent neural networks  Distributed control  generalized recurrent neural network (GRNN)  manipulability optimization (MO)  redundancy resolution  kinematic 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:147/0  |  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  
Neural & Bio-inspired Processing and Robot Control 期刊论文
FRONTIERS IN NEUROROBOTICS, 2018, 卷号: 12, 页码: 2
作者:  Khan, Ameer Hamza;  Li, Shuai;  Zhou, Xuefeng;  Li, Yangming;  Khan, Muhammad Umer;  Luo, Xin;  Wang, Huanqing
Adobe PDF(159Kb)  |  收藏  |  浏览/下载:168/0  |  提交时间:2018/12/13
bio-inspired  robot control  neural processing  processing  intelligent algorithm