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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  
Monocular Visual-Inertial and Robotic-Arm Calibration in a Unifying Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 146-159
Authors:  Yinlong Zhang;  Wei Liang;  Mingze Yuan;  Hongsheng He;  Jindong Tan;  Zhibo Pang
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Calibration  inertial measurement unit (IMU)  monocular camera  robotic arm  spiral moving trajectory  
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
Authors:  Luca Butera;  Alberto Ferrante;  Mauro Jermini;  Mauro Prevostini;  Cesare Alippi
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Computer vision  machine learning  neural network  pest insect  pest monitoring  Popillia japonica  precise agriculture  
Price-Based Residential Demand Response Management in Smart Grids: A Reinforcement Learning-Based Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 123-134
Authors:  Yanni Wan;  Jiahu Qin;  Xinghuo Yu;  Tao Yang;  Yu Kang
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Demand response management (DRM)  Markovian decision process (MDP)  Monte Carlo simulation  reinforcement learning (RL)  smart grid  
Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 135-145
Authors:  Yuxiang Yang;  Zhihao Ni;  Mingyu Gao;  Jing Zhang;  Dacheng Tao
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Convolutional neural network  deep Q-learning (DQN)  reward function  robotic grasping  robotic pushing  
Fault Accommodation for a Class of Nonlinear Uncertain Systems With Event-Triggered Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 235-245
Authors:  Dong Zhao;  Marios M. Polycarpou
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Adaptive control  event-triggered control  fault accommodation  neural networks  nonlinear systems  
A Model-Based Unmatched Disturbance Rejection Control Approach for Speed Regulation of a Converter-Driven DC Motor Using Output-Feedback 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 365-376
Authors:  Lu Zhang;  Jun Yang;  Shihua Li
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Bandwidth widening  converter-driven direct current (DC) motor  disturbance observer  model-based disturbance rejection  speed regulation  
Exponential Set-Point Stabilization of Underactuated Vehicles Moving in Three-Dimensional Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 270-282
Authors:  Xiaodong He;  Zhiyong Sun;  Zhiyong Geng;  Anders Robertsson
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Exponential stabilization  logarithmic feedback  matrix Lie group  underactuated vehicle  
Maximizing Convergence Speed for Second Order Consensus in Leaderless Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 259-269
Authors:  Gianvito Difilippo;  Maria Pia Fanti;  Agostino Marcello Mangini
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Consensus protocols  directed spanning tree  multi-agent systems  networked systems  second-order consensus  
Distributed Control of Nonholonomic Robots Without Global Position Measurements Subject to Unknown Slippage Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 354-364
Authors:  Hao Zhang;  Jianwen Sun;  Zhuping Wang
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Adaptive control  distributed formation control  finite-time observer  multi-robot systems  slippage