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Dynamic System Identification of Underwater Vehicles Using Multi-output Gaussian Processes 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 681-693
作者:  Wilmer Ariza Ramirez;  Juš Kocijan;  Zhi Quan Leong;  Hung Duc Nguyen;  Shantha Gamini Jayasinghe
Adobe PDF(3231Kb)  |  收藏  |  浏览/下载：227/54  |  提交时间：2021/09/13
Dependent Gaussian processes  dynamic system identification  multi-output Gaussian processes  non-parametric identification  autonomous underwater vehicle (AUV)  
A Novel Product Remaining Useful Life Prediction Approach Considering Fault Effects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1762-1773
作者:  Jingdong Lin;  Zheng Lin;  Guobo Liao;  Hongpeng Yin
Adobe PDF(1378Kb)  |  收藏  |  浏览/下载：159/53  |  提交时间：2021/09/03
Degradation process  fault effects  fault occurrence moment (FOM)  performance characteristic (PC)  remaining useful life (RUL)  
Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
作者:  Donglei Zheng;  Le Zhou;  Zhihuan Song
Adobe PDF(1388Kb)  |  收藏  |  浏览/下载：179/70  |  提交时间：2021/06/11
Fault detection  kernel method  multi-rate process  probability principal component analysis (PPCA)  
Identification and classification of driving behaviour at a signalized intersection using support vector machine 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 480-491
作者:  Soni Lanka Karri;  Liyanage Chandratilak De Silva;  Daphne Teck Ching Lai;  Shiaw Yin Yong
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：569/323  |  提交时间：2021/05/24
Signalized intersection  driving behaviour  machine learning  support vector machine (SVM)  road accidents  
fMRI-based Decoding of Visual Information from Human Brain Activity: A Brief Review 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 170-184
作者:  Shuo Huang;  Wei Shao;  Mei-Ling Wang;  Dao-Qiang Zhang
Adobe PDF(4328Kb)  |  收藏  |  浏览/下载：172/46  |  提交时间：2021/04/22
Functional magnetic resonance imaging (fMRI)  functional alignment  brain activity, brain decoding  visual stimuli reconstruction  
An Overview of Calibration Technology of Industrial Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 23-36
作者:  Zhibin Li;  Shuai Li;  Xin Luo
Adobe PDF(35352Kb)  |  收藏  |  浏览/下载：191/48  |  提交时间：2021/04/09
Absolute pose accuracy  identification method  industrial robots  parameter identification  robot calibration technology  robot parameters