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Recovery of Collided RFID Tags With Frequency Drift on Physical Layer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1593-1603
作者:  Junzhi Li;  Haifeng Wu;  Yu Zeng
浏览  |  Adobe PDF(8492Kb)  |  收藏  |  浏览/下载：185/61  |  提交时间：2021/03/11
Frequency drift  radial basis function (RBF)  radio frequency identification (RFID)  separation efficiency  tag collision  
A Behavioral Authentication Method for Mobile Based on Browsing Behaviors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1528-1541
作者:  Dongxiang Chen;  Zhijun Ding;  Chungang Yan;  Mimi Wang
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Behavioral authentication  browsing behaviors  mobile device  multiple factors  
Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者:  Jamal Banzi;  Isack Bulugu;  Zhongfu Ye
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Convolutional neural networks  deep learning  hand pose estimation  human-machine interaction  predictive coding  recurrent neural networks  unsupervised learning  
Simulation and Field Testing of Multiple Vehicles Collision Avoidance Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1045-1063
作者:  Chaoyue Zu;  Chao Yang;  Jian Wang;  Wenbin Gao;  Dongpu Cao;  Fei-Yue Wang
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Collision avoidance  intelligent vehicles  inter-vehicle communication  simulation  testing  trajectory planning  
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
浏览  |  Adobe PDF(1955Kb)  |  收藏  |  浏览/下载：92/39  |  提交时间：2021/03/11
Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
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  
Urban Sensing Based on Mobile Phone Data: Approaches, Applications, and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 627-637
作者:  Mohammadhossein Ghahramani;  MengChu Zhou;  Gang Wang
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Big data analysis  human mobility  origin destination matrices  smart infrastructure  urban planning  
Parallel Reinforcement Learning-Based Energy Efficiency Improvement for a Cyber-Physical System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 617-626
作者:  Teng Liu;  Bin Tian;  Yunfeng Ai;  Fei-Yue Wang
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Bidirectional long short-term memory (LSTM) network  cyber-physical system (CPS)  energy management  parallel system  reinforcement learning (RL)  
Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者:  Kai Zhong;  Min Han;  Bing Han
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Data-driven  fault prognosis  feature extraction  industrial systems  
A Self-Organizing RBF Neural Network Based on Distance Concentration Immune Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 276-291
作者:  Junfei Qiao;  Fei Li;  Cuili Yang;  Wenjing Li;  Ke Gu
浏览  |  Adobe PDF(1638Kb)  |  收藏  |  浏览/下载：154/43  |  提交时间：2021/03/11
Distance concentration immune algorithm (DCIA)  information processing strength (IPS)  radial basis function neural network (RBFNN)