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| Multi-Robot Collaborative Hunting in Cluttered Environments With Obstacle-Avoiding Voronoi Cells 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1643-1655
作者: Meng Zhou; Zihao Wang; Jing Wang; Zhengcai Cao
 Adobe PDF(3022Kb) |  收藏 | 浏览/下载：38/16 | 提交时间：2024/06/07
Dynamic obstacle avoidance multi-robot collaborative hunting obstacle-avoiding Voronoi cells task allocation |
| A Novel Prescribed-Performance Path-Following Problem for Non-Holonomic Vehicle 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1476-1484
作者: Zirui Chen; Jingchuan Tang; Zongyu Zuo
Adobe PDF(2243Kb) | 收藏 | 浏览/下载：16/6 | 提交时间：2024/05/22
Guiding vector field non-holonomic vehicle path following prescribed performance sliding mode control |
| A Non-Parametric Scheme for Identifying Data Characteristic Based on Curve Similarity Matching 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1424-1437
作者: Quanbo Ge; Yang Cheng; Hong Li; Ziyi Ye; Yi Zhu; Gang Yao
Adobe PDF(2544Kb) | 收藏 | 浏览/下载：53/17 | 提交时间：2024/05/22
Curve similarity matching Gaussian-like noise non-parametric scheme parzen window |
| Hyperbolic Tangent Function-Based Protocols for Global/Semi-Global Finite-Time Consensus of Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1381-1397
作者: Zongyu Zuo; Jingchuan Tang; Ruiqi Ke; Qing-Long Han
Adobe PDF(3135Kb) | 收藏 | 浏览/下载：35/15 | 提交时间：2024/05/22
Consensus protocol finite-time consensus hyperbolic tangent function multi-agent systems |
| Mapping Network-coordinated Stacked Gated Recurrent Units for Turbulence Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1331-1341
作者: Zhiming Zhang; Shangce Gao; MengChu Zhou; Mengtao Yan; Shuyang Cao
Adobe PDF(7172Kb) | 收藏 | 浏览/下载：49/20 | 提交时间：2024/05/22
Convolutional neural network deep learning recurrent neural network turbulence prediction wind load prediction |
| Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者: Luigi D’Alfonso; Francesco Giannini; Giuseppe Franzè; Giuseppe Fedele; Francesco Pupo; Giancarlo Fortino
Adobe PDF(7491Kb) | 收藏 | 浏览/下载：239/135 | 提交时间：2024/01/02
Distributed model predictive control distributed reinforcement learning routing decisions urban road networks |
| Geometry Flow-Based Deep Riemannian Metric Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1882-1892
作者: Yangyang Li; Chaoqun Fei; Chuanqing Wang; Hongming Shan; Ruqian Lu
Adobe PDF(1815Kb) | 收藏 | 浏览/下载：151/49 | 提交时间：2023/08/10
Curvature regularization deep metric learning (DML) embedding learning geometry flow riemannian metric |
| 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：103/45 | 提交时间：2023/07/20
Echo state network (ESN) noise probabilistic regularization robustness |
| Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者: Sibo Cheng; César Quilodrán-Casas; Said Ouala; Alban Farchi; Che Liu; Pierre Tandeo; Ronan Fablet; Didier Lucor; Bertrand Iooss; Julien Brajard; Dunhui Xiao; Tijana Janjic; Weiping Ding; Yike Guo; Alberto Carrassi; Marc Bocquet; Rossella Arcucci
Adobe PDF(17725Kb) | 收藏 | 浏览/下载：119/31 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| A Novel Obstacle Avoidance Consensus Control for Multi-AUV Formation System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1304-1318
作者: Linling Wang; Daqi Zhu; Wen Pang; Chaomin Luo
Adobe PDF(7036Kb) | 收藏 | 浏览/下载：138/57 | 提交时间：2023/04/26
Autonomous underwater vehicle (AUV) event-triggered control fixed-time consensus formation obstacle avoidance improved artificial potential field and leader-follower strategy (IAPF-LF) |
