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| Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems With Unreliable Communication Channel: A Buffer-Aided Strategy 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1566-1578 作者: Yuhan Zhang; Zidong Wang; Lei Zou; Yun Chen; Guoping Lu Adobe PDF(2016Kb)  |  收藏  |  浏览/下载:6/2  |  提交时间:2024/06/07 Buffer-aided strategy neural networks nonlinear control output-feedback control unreliable communication channel |
| Event-Triggered Bipartite Consensus Tracking and Vibration Control of Flexible Timoshenko Manipulators Under Time-Varying Actuator Faults 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1190-1201 作者: Xiangqian Yao; Hao Sun; Zhijia Zhao; Yu Liu Adobe PDF(3001Kb)  |  收藏  |  浏览/下载:20/5  |  提交时间:2024/04/10 Bipartite consensus tracking event-triggered control multiple manipulators neural networks time-varying actuator faults |
| Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 982-995 作者: Tao Wang; Qiming Chen; Xun Lang; Lei Xie; Peng Li; Hongye Su Adobe PDF(3095Kb)  |  收藏  |  浏览/下载:58/17  |  提交时间:2024/03/18 Convolutional neural networks (CNNs) deep learning image processing oscillation detection process industries |
| 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:272/185  |  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) |
| Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning Control 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1797-1809 作者: Ding Wang; Jiangyu Wang; Mingming Zhao; Peng Xin; Junfei Qiao Adobe PDF(5140Kb)  |  收藏  |  浏览/下载:151/60  |  提交时间:2023/08/10 Adaptive critic artificial neural networks Hamilton-Jacobi-Bellman (HJB) equation multi-step heuristic dynamic programming multi-step reinforcement learning optimal control |
| 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:229/108  |  提交时间:2023/04/26 Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
| Distributed Cooperative Learning for Discrete-Time Strict-Feedback Multi Agent Systems Over Directed Graphs 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1831-1844 作者: Min Wang; Haotian Shi; Cong Wang Adobe PDF(2701Kb)  |  收藏  |  浏览/下载:226/64  |  提交时间:2022/09/08 Cooperative learning control directed graphs discrete-time nonlinear system neural networks (NNs) strict-feedback systems |
| A New Noise-Tolerant Dual-Neural-Network Scheme for Robust Kinematic Control of Robotic Arms With Unknown Models 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 10, 页码: 1778-1791 作者: Ning Tan; Peng Yu; Zhiyan Zhong; Fenglei Ni Adobe PDF(52574Kb)  |  收藏  |  浏览/下载:205/42  |  提交时间:2022/09/08 Dual zeroing neural networks (ZNN) finite-time convergence model-free robot control robustness analysis |
| A Scalable Adaptive Approach to Multi-Vehicle Formation Control with Obstacle Avoidance 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 990-1004 作者: Xiaohua Ge; Qing-Long Han; Jun Wang; Xian-Ming Zhang Adobe PDF(5284Kb)  |  收藏  |  浏览/下载:205/47  |  提交时间:2022/05/30 Adaptive control collision avoidance distributed formation control multi-vehicle systems neural networks obstacle avoidance repulsive potential |
| BaMBNet: A Blur-Aware Multi-Branch Network for Dual-Pixel Defocus Deblurring 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 878-892 作者: Pengwei Liang; Junjun Jiang; Xianming Liu; Jiayi Ma Adobe PDF(12217Kb)  |  收藏  |  浏览/下载:156/20  |  提交时间:2022/04/24 Blur kernel convolutional neural networks (CNNs) defocus deblurring dual-pixel (DP) data meta-learning |