CASIA OpenIR

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Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
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Meterological forecasting  Deep learning  Neural architecture search  AutoML  
BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search 期刊论文
IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2022, 卷号: 0, 期号: 0, 页码: 0
Authors:  Zixiang, Ding;  Yaran, Chen;  Nannan, Li;  Dongbin, Zhao
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Broad neural architecture search (BNAS), continuous relaxation, confident learning rate, partial channel connections, image classification.  
Full-State-Constrained Non-Certainty-Equivalent Adaptive Control for Satellite Swarm Subject to Input Fault 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 482-495
Authors:  Zhiwei Hao;  Xiaokui Yue;  Haowei Wen;  Chuang Liu
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Dynamic scaling  full-state constraints  input fault tolerance  non-CE adaptive control  satellite swarm  
Cyber Security Intrusion Detection for Agriculture 4.0: Machine Learning-Based Solutions, Datasets, and Future Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 407-436
Authors:  Mohamed Amine Ferrag;  Lei Shu;  Othmane Friha;  Xing Yang
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Agriculture 4.0  cyber security  intrusion detection system  machine learning approaches  smart agriculture  
Deep Learning Based Attack Detection for Cyber-Physical System Cybersecurity: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 377-391
Authors:  Jun Zhang;  Lei Pan;  Qing-Long Han;  Chao Chen;  Sheng Wen;  Yang Xiang
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Cyber-physical system  cybersecurity  deep learning  intrusion detection  pattern classification  
Sliding Mode Control in Power Converters and Drives: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 392-406
Authors:  Ligang Wu;  Jianxing Liu;  Sergio Vazquez;  Sudip K. Mazumder
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Motor drive  power electronics systems  sliding mode control  
A Survey of Underwater Multi-Robot Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 1-18
Authors:  Ziye Zhou;  Jincun Liu;  Junzhi Yu
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Cooperation  formation control  multi-robot systems (MRS)  taxonomy  underwater robots  underwater tasks  
Dynamic Event-Triggered Scheduling and Platooning Control Co-Design for Automated Vehicles Over Vehicular Ad-Hoc Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 31-46
Authors:  Xiaohua Ge;  Shunyuan Xiao;  Qing-Long Han;  Xian-Ming Zhang;  Derui Ding
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Automated vehicles  dynamic event-triggered communication  information flow topology  platooning control  vehicular ad-hoc networks (VANETs)  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Data-Driven Human-Robot Interaction Without Velocity Measurement Using Off-Policy Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 47-63
Authors:  Yongliang Yang;  Zihao Ding;  Rui Wang;  Hamidreza Modares;  Donald C. Wunsch
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Adaptive impedance control  data-driven method  human-robot interaction (HRI)  reinforcement learning  velocity-free