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Privacy Preserving Solution for the Asynchronous Localization of Underwater Sensor Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1511-1527
作者:  Haiyan Zhao;  Jing Yan;  Xiaoyuan Luo;  Xinping Guan
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Asynchronous clock  localization  privacy preservation  underwater sensor networks (USNs)  
Reinforcement Learning Based Data Fusion Method for Multi-Sensors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1489-1497
作者:  Tongle Zhou;  Mou Chen;  Jie Zou
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Air combat  cubic B-spline interpolation  data fusion  reinforcement learning  
The Indirect Shared Steering Control Under Double Loop Structure of Driver and Automation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1403-1416
作者:  Yantao Tian;  Yanbo Zhao;  Yiran Shi;  Xuanhao Cao;  Ding-Li Yu
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Active disturbance rejection controller (ADRC)  authority allocation  indirect shared control  
Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者:  Haitao Yuan;  MengChu Zhou;  Qing Liu;  Abdullah Abusorrah
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Bees algorithm  data centers  distributed green cloud (DGC)  energy optimization  intelligent optimization  simulated annealing  task scheduling  machine learning  
Continuous-Time Linear Parallel Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 919-928
作者:  Qinglai Wei;  Hongyang Li;  Fei-Yue Wang
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Continuous-time linear systems  digital twin  parallel controller  parallel intelligence  parallel systems  
Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者:  Lan Jiang;  Hongyun Huang;  Zuohua Ding
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Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
Parallel Distance: A New Paradigm of Measurement for Parallel Driving 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1169-1178
作者:  Teng Liu;  Hong Wang;  Bin Tian;  Yunfeng Ai;  Long Chen
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Artificial and physical system  parallel distance  para-llel driving 3.0  parallel system  rotational and accelerator signal  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
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Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Approximate Dynamic Programming for Stochastic Resource Allocation Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 975-990
作者:  Ali Forootani;  Raffaele Iervolino;  Massimo Tipaldi;  Joshua Neilson
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Approximate dynamic programming (ADP)  dynamic programming (DP)  Markov decision processes (MDPs)  resource allocation problem  
A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
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Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction