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| Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556 作者: Weihao Song; Zidong Wang; Zhongkui Li; Jianan Wang; Qing-Long Han Adobe PDF(1858Kb)  |  收藏  |  浏览/下载:2/2  |  提交时间:2024/06/07 Communication constraints maximum correntropy filter networked nonlinear filtering particle filter sample-based approximation unscented Kalman filter |
| More than Lightening: A Self-supervised Low-light Image Enhancement Method Capable for Multiple Degradations 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 622-637 作者: Han Xu; Jiayi Ma; Yixuan Yuan; Hao Zhang; Xin Tian; Xiaojie Guo Adobe PDF(25490Kb)  |  收藏  |  浏览/下载:51/9  |  提交时间:2024/02/19 Color correction low-light image enhancement self-supervised learning |
| A Feature-Aided Multiple Model Algorithm for Maneuvering Target Tracking 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 566-568 作者: Yiwei Tian; Meiqin Liu; Senlin Zhang; Ronghao Zheng; Shanling Dong Adobe PDF(908Kb)  |  收藏  |  浏览/下载:99/26  |  提交时间:2024/01/23 |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300 作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang Adobe PDF(1275Kb)  |  收藏  |  浏览/下载:47/15  |  提交时间:2024/01/23 Process control process systems engineering reinforcement learning |
| Transformer-Based Macroscopic Regulation for High-Speed Railway Timetable Rescheduling 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1822-1833 作者: Wei Xu; Chen Zhao; Jie Cheng; Yin Wang; Yiqing Tang; Tao Zhang; Zhiming Yuan; Yisheng Lv; Fei-Yue Wang Adobe PDF(3484Kb)  |  收藏  |  浏览/下载:113/56  |  提交时间:2023/08/10 High-speed railway reinforcement learning train timetable rescheduling Transformer |
| Improved Capon Estimator for High-Resolution DOA Estimation and Its Statistical Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1716-1729 作者: Weiliang Zuo; Jingmin Xin; Changnong Liu; Nanning Zheng; Akira Sano Adobe PDF(2011Kb)  |  收藏  |  浏览/下载:89/42  |  提交时间:2023/07/20 Capon beamformer direction-of-arrival (DOA) estimation large-sample mean-squared-error (MSE) subspace-based methods uniform linear array |
| Dual-Prior Integrated Image Reconstruction for Quanta Image Sensors Using Multi-Agent Consensus Equilibrium 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1407-1420 作者: Dan Zhang; Qiusheng Lian; Yueming Su; Tengfei Ren Adobe PDF(35567Kb)  |  收藏  |  浏览/下载:73/23  |  提交时间:2023/05/29 Dual prior image reconstruction multi-agent consensus equilibrium (MACE) quanta image sensors (QIS) |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426 作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao Adobe PDF(1612Kb)  |  收藏  |  浏览/下载:202/45  |  提交时间:2022/08/01 Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |
| An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138 作者: Bingjie Li; Guohua Wu; Yongming He; Mingfeng Fan; Witold Pedrycz Adobe PDF(2802Kb)  |  收藏  |  浏览/下载:440/259  |  提交时间:2022/06/27 End-to-end approaches learning-based optimization (LBO) algorithms reinforcement learning step-by-step approaches vehicle routing problem (VRP) |
| Bayesian Multidimensional Scaling for Location Awareness in Hybrid-Internet of Underwater Things 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 496-509 作者: Ruhul Amin Khalil; Nasir Saeed; Mohammad Inayatullah Babar; Tariqullah Jan; Sadia Din Adobe PDF(31344Kb)  |  收藏  |  浏览/下载:161/32  |  提交时间:2022/03/09 Bayesian multidimensional scaling (BMDS) hybrid Cramer-Rao lower bound (H-CRLB) internet of underwater things (IoUT) signals of opportunity (SOA) approach |