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Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1702-1704
作者:  Jingwei Lu;  Lefei Li;  Qinglai Wei;  Fei-Yue Wang
Adobe PDF(501Kb)  |  收藏  |  浏览/下载：67/18  |  提交时间：2024/06/07
Dynamic Event-Triggered Quadratic Nonfragile Filtering for Non-Gaussian Systems: Tackling Multiplicative Noises and Missing Measurements 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1127-1138
作者:  Shaoying Wang;  Zidong Wang;  Hongli Dong;  Yun Chen;  Guoping Lu
Adobe PDF(1874Kb)  |  收藏  |  浏览/下载：60/12  |  提交时间：2024/04/10
Dynamic event-triggered scheme  missing measurements  multiplicative noises (MNs)  non-Gaussian noises  quadratic filter  
Quantization and Event-Triggered Policy Design for Encrypted Networked Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 946-955
作者:  Yongxia Shi;  Ehsan Nekouei
Adobe PDF(1715Kb)  |  收藏  |  浏览/下载：71/28  |  提交时间：2024/03/18
Cyber-security  encrypted control  event-triggered control (ETC)  networked control systems (NCSs)  semi-homomorphic encryption  
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：91/38  |  提交时间：2024/03/18
Constrained multi-objective optimization  deep Q-learning  deep reinforcement learning (DRL)  evolutionary algorithms  evolutionary operator selection  
Set-Membership Filtering Approach to Dynamic Event-Triggered Fault Estimation for a Class of Nonlinear Time-Varying Complex Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 638-648
作者:  Xiaoting Du;  Lei Zou;  Maiying Zhong
Adobe PDF(1326Kb)  |  收藏  |  浏览/下载：127/45  |  提交时间：2024/02/19
Dynamic event-triggered mechanism (DETM)  fault estimation  nonlinear time-varying complex networks  set-membership filtering  unknown input observer  
Practical Prescribed Time Tracking Control With Bounded Time-Varying Gain Under Non-Vanishing Uncertainties 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 219-230
作者:  Dahui Luo;  Yujuan Wang;  Yongduan Song
Adobe PDF(2267Kb)  |  收藏  |  浏览/下载：189/94  |  提交时间：2024/01/02
Adaptive control  prescribed time control (PTC)  strict-feedback systems  tracking control