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Learning Accurate and Stable Point-to-Point Motions: A Dynamic System Approach 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 2, 页码: 1510-1517
作者:  Zhang, Yu;  Cheng, Long;  Li, Houcheng;  Cao, Ran
Adobe PDF(3334Kb)  |  收藏  |  浏览/下载:225/20  |  提交时间:2022/02/16
Point-to-point tasks  neural network  dynamic system  generalization performance  high dimensional data  
A neural network-based model predictive controller for displacement tracking of piezoelectric actuator with feedback delays 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 卷号: 18, 期号: 6, 页码: 11
作者:  Du, Zhangming;  Zhou, Chao;  Cao, Zhiqiang;  Wang, Shuo;  Cheng, Long;  Tan, Min
Adobe PDF(662Kb)  |  收藏  |  浏览/下载:324/64  |  提交时间:2021/12/28
Piezoelectric actuator  neural network  displacement tracking  model predictive control  
Force Sensorless Admittance Control for Teleoperation of Uncertain Robot Manipulator Using Neural Networks 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 5, 页码: 3282-3292
作者:  Yang, Chenguang;  Peng, Guangzhu;  Cheng, Long;  Na, Jing;  Li, Zhijun
收藏  |  浏览/下载:259/0  |  提交时间:2021/05/31
Robot sensing systems  Force  Robot kinematics  Artificial neural networks  Admittance  Torque  Admittance control  error transformation  force observer  Kinect  neural adaptive control  neural networks (NNs)  robot