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A Novel MDFA-MKECA Method With Application to Industrial Batch Process Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1438-1446
作者:  Yinghua Yang;  Xiang Shi;  Xiaozhi Liu;  Hongru Li
浏览  |  Adobe PDF(1848Kb)  |  收藏  |  浏览/下载：165/52  |  提交时间：2021/03/11
MDFA  MKECA  process monitoring  reheating furnace  statistical features  thermodynamics entropy feature  
A Hybrid Brain-Computer Interface for Closed-Loop Position Control of a Robot Arm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1344-1360
作者:  Arnab Rakshit;  Amit Konar;  Atulya K. Nagar
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Brain-computer interfacing (BCI)  electroencephalography (EEG)  Jaco robot arm  motor imagery  P300  steady-state visually evoked potential (SSVEP)  
Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者:  Abhinoy Kumar Singh
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Bayesian framework  cubature rule-based filtering  Gaussian filters  Gaussian sum and square-root filtering  nonlinear filtering  quadrature rule-based filtering  unscented transformation  
Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者:  Jinchuan Qian;  Li Jiang;  Zhihuan Song
浏览  |  Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：180/49  |  提交时间：2021/03/11
Auto-encoder (AE)  deep learning  fault diagnosis  locally linear model  nonlinear process  reconstruction based contribution (RBC)  
Design of a Robust Optimal Decentralized PI Controller Based on Nonlinear Constraint Optimization For Level Regulation: An Experimental Study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 187-199
作者:  Soumya Ranjan Mahapatro;  Bidyadhar Subudhi;  Sandip Ghosh
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Decentralized control  multivariable system  process control  parameter uncertainty  robustness  
Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95
作者:  Parham M. Kebria;  Abbas Khosravi;  Syed Moshfeq Salaken;  Saeid Nahavandi
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Autonomous vehicles  convolutional neural networks  deep learning  imitation learning  
Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者:  Dilantha Haputhanthri;  Gunavaran Brihadiswaran;  Sahan Gunathilaka;  Dulani Meedeniya;  Sampath Jayarathna;  Mark Jaime;  Christopher Harshaw
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Autism spectrum disorder  facial thermography  EEG signal processing  machine learning  decision support system  ASDGenus.  
HDec-POSMDPs MRS Exploration and Fire Searching Based on IoT Cloud Robotics 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 364-377
作者:  Ayman El Shenawy;  Khalil Mohamed1, Hany Harb
浏览  |  Adobe PDF(1792Kb)  |  收藏  |  浏览/下载：182/57  |  提交时间：2021/02/22
Multi-robot systems  hybrid decentralized partially observable semi-Markov decision process (HDec-POSMDPs)  multi-robot systems (MRS) exploration and fire searching  cloud robotics  cloud computing.