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基于鼾声的睡眠呼吸事件监测关键问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  孙井鹏
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睡眠呼吸事件监测  鼾声检测  鼾声分类  睡眠呼吸暂停  深度神经网络  信号分解  生理信号分析  
基于深度卷积网络的多目标跟踪方法研究 学位论文
工学博士, 中科院自动化研究所智能化大厦: 中科院自动化研究所, 2021
Authors:  周宗伟
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深度学习  卷积神经网络  在线跟踪  多目标跟踪  实时跟踪  
Multiagent Reinforcement Learning:Rollout and Policy Iteration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 249-272
Authors:  Dimitri Bertsekas
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Dynamic programming  multiagent problems  neuro-dynamic programming  policy iteration  reinforcement learning, rollout  
Internet of Things for the Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 718-752
Authors:  Othmane Friha;  Mohamed Amine Ferrag;  Lei Shu;  Leandros Maglaras;  Xiaochan Wang
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Agricultural internet of things (IoT)  internet of things (IoT)  smart agriculture  smart farming  sustainable agriculture  
Decoupling Adaptive Sliding Mode Observer Design for Wind Turbines Subject to Simultaneous Faults in Sensors and Actuators 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 837-847
Authors:  Hamed Habibi;  Ian Howard;  Silvio Simani;  Afef Fekih
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Fault tolerant control  horizontal axis wind turbines  Monte-Carlo analysis  principle of separation  simultaneous faults  sliding mode observer  
A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
Authors:  Chuan Sun;  Hongpeng Yin;  Yanxia Li;  Yi Chai
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Dictionary learning  impulsive signals detection  K-clustering with singular value decomposition (K-SVD)  minimum entropy deconvolution  rolling bearing  signal processing  
Asymmetric CycleGAN for image-to-image translations with uneven complexities 期刊论文
NEUROCOMPUTING, 2020, 卷号: 415, 期号: 2020, 页码: 114-122
Authors:  Dou, Hao;  Chen, Chen;  Hu, Xiyuan;  Jia, Libang;  Peng, Silong
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Unpaired Image Translation  CycleGAN  Asymmetric Translation  Average Image Entropy  Edge-retain Prior  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
Authors:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
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amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
基于深度学习的三维点云识别算法研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  林华
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三维计算机视觉  深度学习  点云  形状上下文  几何模糊  旋转不变性  
面向健康管理的多源异质数据表示学习研究与应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  黄毅
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多源异质数据  表示学习  健康状况预测  行为识别