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| Data-Driven Fault Compensation Tracking Control for Coupled Wastewater Treatment Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 294-297
Authors: Peihao Du; Weimin Zhong; Xin Peng ; Linlin Li; Zhi Li
 Adobe PDF(1094Kb) |  Favorite | View/Download：36/8 | Submit date：2023/01/03 |
| Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 135-158
Authors: Shubham Gupta; Shitu Singh; Rong Su; Shangce Gao; Jagdish Chand Bansal
Adobe PDF(3042Kb) | Favorite | View/Download：21/4 | Submit date：2023/01/03
Control parameters differential Evolution metaheuristic algorithms mutation operator |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
Adobe PDF(7068Kb) | Favorite | View/Download：44/7 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| On Dual-Mode Driving Control Method for a Novel Unmanned Tractor With High Safety and Reliability 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 254-271
Authors: Wei Lu; Jiacheng Li; Huanhuan Qin; Lei Shu; Aiguo Song
Adobe PDF(23989Kb) | Favorite | View/Download：27/3 | Submit date：2023/01/03
Dual-mode control safety and reliability self-driving (SD) tele-driving (TD) unmanned tractor |
| Finite-Time Sideslip Differentiator-Based LOS Guidance for Robust Path Following of Snake Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 239-253
Authors: Yang Xiu; Dongfang Li; Miaomiao Zhang; Hongbin Deng; Rob Law; Yun Huang; Edmond Q. Wu; Xin Xu
Adobe PDF(15519Kb) | Favorite | View/Download：23/3 | Submit date：2023/01/03
Line-of-sight (LOS) path following sideslip snake robot |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | Favorite | View/Download：21/1 | Submit date：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | Favorite | View/Download：23/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Detecting Vulnerability on IoT Device Firmware: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 25-41
Authors: Xiaotao Feng; Xiaogang Zhu; Qing-Long Han; Wei Zhou; Sheng Wen; Yang Xiang
Adobe PDF(3134Kb) | Favorite | View/Download：28/1 | Submit date：2023/01/03
Firmware emulation internet of things (IoT) firmware network fuzzing security static analysis |
| Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors: Xiang Li; Yixiao Xu; Naipeng Li; Bin Yang; Yaguo Lei
Adobe PDF(2608Kb) | Favorite | View/Download：31/2 | Submit date：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| Optimal Control of Nonlinear Systems Using Experience Inference Human-Behavior Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 90-102
Authors: Adolfo Perrusquía; Weisi Guo
Adobe PDF(3694Kb) | Favorite | View/Download：21/1 | Submit date：2023/01/03
Experience inference hippocampus learning system linear time-variant (LTV) systems neocortex/striatum learning systems nonlinear systems optimal control |
