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A Lane-Level Road Marking Map Using a Monocular Camera 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 187-204
Authors:  Wonje Jang;  Junhyuk Hyun;  Jhonghyun An;  Minho Cho;  Euntai Kim
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Autonomous driving  lane-level map  road lane  road marking map  symbolic road marking  weighted loss  
A Distributed Framework for Large-scale Protein-protein Interaction Data Analysis and Prediction Using MapReduce 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 160-172
Authors:  Lun Hu;  Shicheng Yang;  Xin Luo;  Huaqiang Yuan;  Khaled Sedraoui;  MengChu Zhou
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Distributed computing  large-scale prediction machine learning  MapReduce  protein-protein interaction (PPI)  
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  
Aerodynamic Effects Compensation on Multi-Rotor UAVs Based on a Neural Network Control Allocation Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 295-312
Authors:  Sarah P. Madruga;  Augusto H. B. M. Tavares;  Saulo O. D. Luiz;  Tiago P. do Nascimento;  Antonio Marcus N. Lima
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Aerodynamics effects  control allocation  minidrone  multi-rotor UAV  neural networks  
An Adaptive Rapidly-Exploring Random Tree 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 283-294
Authors:  Binghui Li;  Badong Chen
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Narrow passage  path planning  rapidly-exploring random tree (RRT)-Connect  sampling-based algorithm  
Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 75-89
Authors:  Aijuan Song;  Guohua Wu;  Witold Pedrycz;  Ling Wang
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Evolutionary algorithm (EA)  nonlinear equations systems (ENSs)  problem domain knowledge  variable reduction strategy (VRS)  
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  
Robotic Knee Tracking Control to Mimic the Intact Human Knee Profile Based on Actor-Critic Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 19-30
Authors:  Ruofan Wu;  Zhikai Yao;  Jennie Si;  He (Helen) Huang
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Automatic tracking of intact knee  configuration of robotic knee prosthesis  direct heuristic dynamic programming (dHDP)  reinforcement learning control  
Computation of Minimal Siphons in Petri Nets Using Problem Partitioning Approaches 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 329-338
Authors:  Dan You;  Oussama Karoui;  Shouguang Wang
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Petri nets (PNs)  problem decomposition  resource-allocation systems  siphons  
Generative Adversarial Network Based Heuristics for Sampling-Based Path Planning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 64-74
Authors:  Tianyi Zhang;  Jiankun Wang;  Max Q.-H. Meng
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Generative adversarial network (GAN)  optimal path planning  robot path planning  sampling-based path planning