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Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者:
Qinchen Yang
;
Fukai Zhang
;
Cong Wang
Adobe PDF(4415Kb)
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浏览/下载:16/6
  |  
提交时间:2024/04/10
Adaptive neural control (ANC)
deterministic learning (DL)
neural network (NN)
robot manipulators
A Fractional-Order Ultra-Local Model-Based Adaptive Neural Network Sliding Mode Control of
n
-DOF Upper-Limb Exoskeleton With Input Deadzone
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 760-781
作者:
Dingxin He
;
HaoPing Wang
;
Yang Tian
;
Yida Guo
Adobe PDF(9812Kb)
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浏览/下载:45/9
  |  
提交时间:2024/02/19
Adaptive control
input deadzone
model-free control
n
-DOF upper-limb exoskeleton
neural network
Synergetic learning for unknown nonlinear
H.
control using neural networks
期刊论文
NEURAL NETWORKS, 2023, 卷号: 168, 页码: 287-299
作者:
Zhu, Liao
;
Guo, Ping
;
Wei, Qinglai
收藏
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浏览/下载:71/0
  |  
提交时间:2023/12/21
H. control
Nonlinear systems
Adaptive dynamic programming
Temporal difference
Neural network
Data-driven
Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765
作者:
Zhijia Zhao
;
Jian Zhang
;
Shouyan Chen
;
Wei He
;
Keum-Shik Hong
Adobe PDF(10305Kb)
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浏览/下载:99/24
  |  
提交时间:2023/07/20
Adaptive neural-network control
event-triggering mechanism (ETM)
finite time
two-degree-of-freedom helicopter
Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 6
作者:
Zhu, Jiaming
;
Yang, Yuequan
;
Zhang, Tianping
;
Cao, Zhiqiang
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浏览/下载:209/0
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提交时间:2022/06/06
Artificial neural networks
Nonlinear systems
Control systems
Adaptive systems
Backstepping
Biological neural networks
Trajectory
Backstepping
dynamic surface control (DSC)
finite-time tracking
neural network (NN)
self-limiting term
Model-Free Adaptive Optimal Control for Unknown Nonlinear Multiplayer Nonzero-Sum Game
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 879-892
作者:
Wei, Qinglai
;
Zhu, Liao
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Liu, Derong
;
Xiao, Jun
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浏览/下载:235/0
  |  
提交时间:2022/03/17
Heuristic algorithms
Nonlinear systems
Optimal control
Mathematical model
Dynamic programming
Games
Adaptive systems
Adaptive dynamic programming (ADP)
globalized dual-heuristic dynamic programming (GDHP)
multiplayer nonzero-sum game (MP-NZSG)
neural network (NN)
Event-triggered optimal control for discrete-time multi-player non-zero-sum games using parallel control
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 584, 页码: 519-535
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Wang, Ziyang
;
Zhou, Tianmin
;
Wang, Fei-Yue
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浏览/下载:204/0
  |  
提交时间:2021/12/28
Event-triggered
Non-zero-sum games
Parallel control
Neural network
Adaptive dynamic programming
Adaptive Takagi-Sugeno fuzzy model and model predictive control of pneumatic artificial muscles
期刊论文
SCIENCE CHINA-TECHNOLOGICAL SCIENCES, 2021, 页码: 9
作者:
Xia XiuZe
;
Cheng Long
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浏览/下载:185/0
  |  
提交时间:2021/11/03
pneumatic artificial muscles
adaptive T-S fuzzy model
LSTM neural network model
model predictive control
Event-Triggered Optimal Parallel Tracking Control for Discrete-Time Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 13
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Liu, Yujia
;
Zhou, Tianmin
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:195/0
  |  
提交时间:2022/01/27
Nonlinear systems
Trajectory
Optimal control
Control systems
Mathematical model
Steady-state
Dynamic programming
Adaptive dynamic programming (ADP)
event-triggered
neural network (NN)
nonlinear optimal control
parallel control
parallel system
tracking control
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
作者:
Wei, Qinglai
;
Liao, Zehua
;
Song, Ruizhuo
;
Zhang, Pinjia
;
Wang, Zhuo
;
Xiao, Jun
Adobe PDF(3395Kb)
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收藏
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浏览/下载:349/35
  |  
提交时间:2021/03/02
Optimal control
Air conditioning
Load modeling
Neural networks
Dynamic programming
Predictive models
Adaptive dynamic programming (ADP)
cooling load prediction
ice-storage air conditioning (IAC)
neural network
optimal control