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Parallel reinforcement learning: a framework and case study 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2018, 卷号: 5, 期号: 4, 页码: 827-835
作者:  Teng Liu;  Bin TIan;  Yunfeng Ai;  Li Li;  Dongpu Cao;  Feiyue Wang
Adobe PDF(7005Kb)  |  收藏  |  浏览/下载：54/15  |  提交时间：2023/05/05
Multisensor Data-Fusion-Based Approach to Airspeed Measurement Fault Detection for Unmanned Aerial Vehicles 期刊论文
IEEE Transactions on Instrumentation and Measurement, 2018, 卷号: 67, 期号: 2, 页码: 317-327
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(1853Kb)  |  收藏  |  浏览/下载：161/51  |  提交时间：2022/04/06
Airspeed estimation  fault detection  kinematics model  pitot tube  unmanned aerial vehicle  
A hybrid feature model and deep learning based fault diagnosis for unmanned aerial vehicle sensors 期刊论文
Neurocomputing, 2018, 卷号: 319, 期号: 2018, 页码: 155-163
作者:  Guo, Dingfei;  Zhong, Maiying
Adobe PDF(2685Kb)  |  收藏  |  浏览/下载：147/52  |  提交时间：2022/04/06
Model based fault diagnosis  Deep learning  Short-time fourier transform  Convolutional neural network  UAV sensors  
Brain-Inspired Motion Learning in Recurrent Neural Network With Emotion Modulation 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2018, 卷号: 10, 期号: 4, 页码: 1153 - 1164
作者:  Huang, Xiao;  Wu, Wei;  Qiao, Hong;  Ji, Yidao
浏览  |  Adobe PDF(2073Kb)  |  收藏  |  浏览/下载：209/68  |  提交时间：2020/06/09
Brain-inspired model  emotion  motion learning  recurrent neural network  
Torque sensorless decentralized neuro-optimal control for modular and reconfigurable robots with uncertain environments 期刊论文
NEUROCOMPUTING, 2018, 卷号: 282, 页码: 60-73
作者:  Dong, Bo;  Zhou, Fan;  Liu, Keping;  Li, Yuanchun
收藏  |  浏览/下载：241/0  |  提交时间：2019/12/16
Modular and reconfigurable robot  Decentralized control  Adaptive dynamic programming (ADP)  Optimal control  Neural networks  
Adaptive-Critic-Based Robust Trajectory Tracking of Uncertain Dynamics and Its Application to a Spring-Mass-Damper System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2018, 卷号: 65, 期号: 1, 页码: 654-663
作者:  Wang, Ding;  Mu, Chaoxu
收藏  |  浏览/下载：159/0  |  提交时间：2019/12/16
Adaptive critic design  neural networks  optimal control  robust trajectory tracking  self-learning control  system uncertainty  
Adaptive neural network-based visual servoing control for manipulator with unknown output nonlinearities 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 451, 页码: 16-33
作者:  Wang, Fujie;  Liu, Zhi;  Chen, C. L. P.;  Zhang, Yun
收藏  |  浏览/下载：188/0  |  提交时间：2019/12/16
Neural network-based control  Adaptive control  Unknown output nonlinearities  Robotic manipulator  Unknown dynamics  
Distributed event-triggered synchronization for robotic teleoperation systems with randomly occurring gain fluctuations 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2018, 卷号: 15, 期号: 2, 页码: 1729881418770881
作者:  Ma, Chao;  Kang, Erlong
Adobe PDF(636Kb)  |  收藏  |  浏览/下载：278/52  |  提交时间：2019/12/16
Asynchronous event-triggered scheme  event-triggered synchronization  robotic teleoperation systems  randomly occurring gain fluctuations  Lyapunov-Krasovskii method  
Robust Reconstruction of Fluorescence Molecular Tomography Based on Sparsity Adaptive Correntropy Matching Pursuit Method for Stem Cell Distribution 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 10, 页码: 2176-2184
作者:  Zhang, Shuai;  Ma, Xibo;  Wang, Yi;  Wu, Meng;  Meng, Hui;  Chai, Wei;  Wang, Xiaojie;  Wei, Shoushui;  Tian, Jie
浏览  |  Adobe PDF(1652Kb)  |  收藏  |  浏览/下载：273/68  |  提交时间：2019/12/16
Fluorescence molecular tomography  inverse problem  sparsity adaptive correntropy matching pursuit  robust reconstruction  
A High-Speed Seam Extraction Method Based on the Novel Structured-Light Sensor for Arc Welding Robot: A Review 期刊论文
IEEE SENSORS JOURNAL, 2018, 卷号: 18, 期号: 21, 页码: 8631-8641
作者:  Yang, Lei;  Li, En;  Long, Teng;  Fan, Junfeng;  Liang, Zize
Adobe PDF(2552Kb)  |  收藏  |  浏览/下载：253/23  |  提交时间：2019/12/16
Seam extraction  structured light vision  target tracking  KCF