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| Anomaly-Resistant Decentralized State Estimation Under Minimum Error Entropy With Fiducial Points for Wide-Area Power Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 74-87
作者: Bogang Qu; Zidong Wang; Bo Shen; Hongli Dong; Hongjian Liu
 Adobe PDF(2856Kb) |  收藏 | 浏览/下载：104/59 | 提交时间：2024/01/02
Decentralized state estimation (SE) measurements with anomalies minimum error entropy unscented Kalman filter wide-area power systems |
| Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者: Elham Javanfar; Mehdi Rahmani
Adobe PDF(1291Kb) | 收藏 | 浏览/下载：19/2 | 提交时间：2024/03/18
Data-based filter maximum likelihood estimation unknown covariance weighted maximum likelihood estimation weighted sum-of-norms clustering |
| Unsupervised Multi-Expert Learning Model for Underwater Image Enhancement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 708-722
作者: Hongmin Liu; Qi Zhang; Yufan Hu; Hui Zeng; Bin Fan
 Adobe PDF(59664Kb) | 收藏 | 浏览/下载：32/11 | 提交时间：2024/02/19
Multi-expert learning underwater image enhancement unsupervised learning |
| A Mean-Field Game for a Forward-Backward Stochastic System With Partial Observation and Common Noise 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 746-759
作者: Pengyan Huang; Guangchen Wang; Shujun Wang; Hua Xiao
Adobe PDF(1826Kb) | 收藏 | 浏览/下载：60/22 | 提交时间：2024/02/19
Decentralized control strategy ϵ-Nash equilibrium forward-backward stochastic system mean-field game partial observation |
| Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473
作者: Chaoyu Gong; Yang You
Adobe PDF(1769Kb) | 收藏 | 浏览/下载：40/21 | 提交时间：2024/01/23
Evidence theory multi-view clustering (MVC) optimization sparse reconstruction |
| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者: Ding Wang; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
Adobe PDF(1945Kb) | 收藏 | 浏览/下载：229/179 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715
作者: Syed Ali Asad Rizvi; Amanda J. Pertzborn; Zongli Lin
Adobe PDF(4532Kb) | 收藏 | 浏览/下载：116/55 | 提交时间：2023/07/20
HVAC control optimal tracking Q-learning reinforcement learning (RL) |
| Encrypted Finite-Horizon Energy-to-Peak State Estimation for Time-Varying Systems Under Eavesdropping Attacks: Tackling Secrecy Capacity 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 985-996
作者: Lei Zou; Zidong Wang; Bo Shen; Hongli Dong; Guoping Lu
Adobe PDF(2351Kb) | 收藏 | 浏览/下载：154/30 | 提交时间：2023/03/22
Artificial-noise-assisted technique eavesdropping encryption-decryption scheme energy-to-peak state estimation finite-horizon state estimation |
| A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
作者: Wen Zhang; Lingfei Deng; Lei Zhang; Dongrui Wu
Adobe PDF(2739Kb) | 收藏 | 浏览/下载：218/95 | 提交时间：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Echo State Network With Probabilistic Regularization for Time Series Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1743-1753
作者: Xiufang Chen; Mei Liu; Shuai Li
Adobe PDF(3459Kb) | 收藏 | 浏览/下载：65/23 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
