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Continuous-Time Time-Varying Policy Iteration 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:  Wei, Qinglai;  Liao, Zehua;  Yang, Zhanyu;  Li, Benkai;  Liu, Derong
Adobe PDF(3149Kb)  |  收藏  |  浏览/下载:303/56  |  提交时间:2021/03/02
Optimal control  Nonlinear systems  Time-varying systems  Mathematical model  Dynamic programming  Approximation algorithms  Iterative algorithms  Adaptive critic designs  adaptive dynamic programming (ADP)  neuro-dynamic programming  nonlinear systems  optimal control  policy iteration  
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
作者:  Li, Jinpeng;  Qiu, Shuang;  Shen, Yuan-Yuan;  Liu, Cheng-Lin;  He, Huiguang
Adobe PDF(2274Kb)  |  收藏  |  浏览/下载:329/8  |  提交时间:2020/08/03
Brain modeling  Electroencephalography  Emotion recognition  Data models  Training  Calibration  Training data  Brain-computer interface  emotion recognition  transfer learning (TL)  
Adaptive Neural Control of a Class of Stochastic Nonlinear Uncertain Systems With Guaranteed Transient Performance 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 2971-2981
作者:  Wang, Jianhui;  Liu, Zhi;  Zhang, Yun;  Chen, C. L. Philip;  Lai, Guanyu
收藏  |  浏览/下载:254/0  |  提交时间:2020/08/03
Neural networks  Adaptive systems  Nonlinear systems  Backstepping  Transient analysis  Approximation error  Time-varying systems  Adaptive control  neutral network  nonlinear control  stochastic disturbance  transient performance  
Event-Triggered Adaptive Control of Saturated Nonlinear Systems With Time-Varying Partial State Constraints 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 4, 页码: 1485-1497
作者:  Wang, Lijie;  Chen, C. L. Philip;  Li, Hongyi
收藏  |  浏览/下载:240/0  |  提交时间:2020/06/02
Nonlinear systems  Adaptive control  Time-varying systems  Actuators  System performance  Lyapunov methods  Asymmetric  event-triggered adaptive control  input saturation  partial state constraints