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Cerebellum-Inspired Model Predictive Control for Redundant Manipulators With Unknown Structure Information 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2024, 卷号: 16, 期号: 3, 页码: 1198-1210
作者:  Yan, Jingkun;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:492/0  |  提交时间:2024/08/16
Brain modeling  Cerebellum  Predictive models  Prediction algorithms  Training  Robots  Reservoirs  Echo state network (ESN)  model predictive control (MPC)  neural dynamics (ND)  redundant manipulator  unknown system  
ACP-Incorporated Perturbation-Resistant Neural Dynamics Controller for Autonomous Vehicles 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 4, 页码: 4675-4686
作者:  Liufu, Ying;  Jin, Long;  Shang, Mingsheng;  Wang, Xingxia;  Wang, Fei-Yue
收藏  |  浏览/下载:5/0  |  提交时间:2024/08/16
Autonomous vehicles  Vehicle dynamics  Kinematics  Task analysis  Control systems  Robustness  Predictive control  Model predictive control (MPC)  neural dynamics  autonomous vehicles  artificial systems  computational experiments  and parallel execution (ACP)  
Physical-Informed Neural Network for MPC-Based Trajectory Tracking of Vehicles With Noise Considered 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4493-4503
作者:  Jin, Long;  Liu, Longqi;  Wang, Xingxia;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载:9/0  |  提交时间:2024/07/12
Mathematical models  Trajectory tracking  Task analysis  Predictive models  Intelligent vehicles  Computational modeling  Trajectory  Artificial systems  computational experiments  model predictive control (MPC) controller  parallel execution (ACP)  physical-informed neural network (PINN)  trajectory tracking tasks  
Error-Summation Enhanced Newton Algorithm for Model Predictive Control of Redundant Manipulators 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 3, 页码: 2800-2811
作者:  Zhang, Fan;  Jin, Long;  Luo, Xin
收藏  |  浏览/下载:95/0  |  提交时间:2023/02/07
Error-summation enhanced Newton (ESEN) algorithm  model predictive control (MPC)  noise tolerance  redundant manipulator  trajectory tracking