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| 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:21/3  |  提交时间:2024/03/18 Data-based filter maximum likelihood estimation unknown covariance weighted maximum likelihood estimation weighted sum-of-norms clustering |
| 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:68/23  |  提交时间:2024/02/19 Decentralized control strategy ϵ-Nash equilibrium forward-backward stochastic system mean-field game partial observation |
| 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:39/13  |  提交时间:2024/02/19 Multi-expert learning underwater image enhancement unsupervised learning |
| 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:245/180  |  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) |
| 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:67/25  |  提交时间:2023/07/20 Echo state network (ESN) noise probabilistic regularization robustness |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303 作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun Adobe PDF(4205Kb)  |  收藏  |  浏览/下载:198/104  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| 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:229/96  |  提交时间:2023/01/16 Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Model Identification and Control of Electromagnetic Actuation in Continuous Casting Process With Improved Quality 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 203-215 作者: Isabela Birs; Cristina Muresan; Dana Copot; Clara Ionescu Adobe PDF(37720Kb)  |  收藏  |  浏览/下载:174/43  |  提交时间:2023/01/03 Electromagnetic actuator fractional order control fractional order system model non-Newtonian material |
| A Novel Adaptive Kalman Filter Based on Credibility Measure 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 103-120 作者: Quanbo Ge; Xiaoming Hu; Yunyu Li; Hongli He; Zihao Song Adobe PDF(2653Kb)  |  收藏  |  浏览/下载:135/37  |  提交时间:2023/01/03 Credibility expectation maximization-particle swarm optimization method (EM-PSO) filter calculated mean square errors (MSE) inaccurate models Kalman filter Sage-Husa true MSE (TMSE) |
| Finite-Control-Set Model Predictive Control of Permanent Magnet Synchronous Motor Drive Systems — An Overview 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2087-2105 作者: Teng Li; Xiaodong Sun; Gang Lei; Zebin Yang; Youguang Guo; Jianguo Zhu Adobe PDF(3554Kb)  |  收藏  |  浏览/下载:716/557  |  提交时间:2022/12/02 Computational burden finite control set (FCS) model predictive control (MPC) permanent magnet synchronous motor (PMSM) robust operation switching frequency |