Big data analysis of the Internet of Things in the digital twins of smart city based on deep learning
暂无分享,去创建一个
Haibin Lv | Zhihan Lv | Xiaoming Li | Weixi Wang | Hao Liu | Ye Zheng | Zhihan Lv | Haibin Lv | Xiaoming Li | Weixi Wang | Ye Zheng | Hao Liu
[1] Qi Wang,et al. Cognition Digital Twins for Personalized Information Systems of Smart Cities: Proof of Concept , 2020, Journal of Management in Engineering.
[2] Dongpu Cao,et al. Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach , 2019, IEEE Transactions on Vehicular Technology.
[3] Chau Yuen,et al. Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless Communication , 2018, IEEE Transactions on Wireless Communications.
[4] Tarik Taleb,et al. Roads Infrastructure Digital Twin: A Step Toward Smarter Cities Realization , 2021, IEEE Network.
[5] Kamil Židek,et al. Digital Twin of Experimental Smart Manufacturing Assembly System for Industry 4.0 Concept , 2020, Sustainability.
[6] Andrew Thangaraj,et al. Capacity Bounds for Discrete-Time, Amplitude-Constrained, Additive White Gaussian Noise Channels , 2015, IEEE Transactions on Information Theory.
[7] Yu Wang,et al. LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing , 2020, IEEE Transactions on Vehicular Technology.
[8] Abdulmotaleb El Saddik,et al. Digital Twins: The Convergence of Multimedia Technologies , 2018 .
[9] P. M. Ameer,et al. Brain tumor classification using deep CNN features via transfer learning , 2019, Comput. Biol. Medicine.
[10] Branka Vucetic,et al. Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn From a Digital Twin , 2019, IEEE Transactions on Wireless Communications.
[11] Tingting Yang,et al. AI-Empowered Maritime Internet of Things: A Parallel-Network-Driven Approach , 2020, IEEE Network.
[12] Salha M. Alzahrani. Sensing for the Internet of Things and Its Applications , 2017, 2017 5th International Conference on Future Internet of Things and Cloud Workshops (FiCloudW).
[13] Yuan He,et al. From Surveillance to Digital Twin: Challenges and Recent Advances of Signal Processing for Industrial Internet of Things , 2018, IEEE Signal Processing Magazine.
[14] Mouzhi Ge,et al. Big Data for Internet of Things: A Survey , 2018, Future Gener. Comput. Syst..
[15] Abdulmotaleb El Saddik,et al. An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities , 2020, IEEE Access.
[16] Abdulmotaleb El Saddik,et al. C2PS: A Digital Twin Architecture Reference Model for the Cloud-Based Cyber-Physical Systems , 2017, IEEE Access.
[17] George Chryssolouris,et al. Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing , 2020, Int. J. Comput. Integr. Manuf..
[18] Mohammad Heidarinejad,et al. Architecting Smart City Digital Twins: Combined Semantic Model and Machine Learning Approach , 2020 .
[19] Zhong Fan,et al. Digital Twin: Enabling Technologies, Challenges and Open Research , 2020, IEEE Access.
[20] Zhibo Pang,et al. Ieee Access Special Section Editorial: Key Technologies for Smart Factory of Industry 4.0 , 2019, IEEE Access.
[21] Arun Kumar Sangaiah,et al. A real-time and ubiquitous network attack detection based on deep belief network and support vector machine , 2020, IEEE/CAA Journal of Automatica Sinica.
[22] Diego Reforgiato Recupero,et al. Internet of Entities (IoE): A Blockchain-based Distributed Paradigm for Data Exchange between Wireless-based Devices , 2019, SENSORNETS.
[23] Amit P. Sheth,et al. Machine learning for Internet of Things data analysis: A survey , 2017, Digit. Commun. Networks.
[24] Shangguang Wang,et al. A novel digital twin-centric approach for driver intention prediction and traffic congestion avoidance , 2018, Journal of Reliable Intelligent Environments.
[25] Matti Lehtonen,et al. Deep Learning-Based Industry 4.0 and Internet of Things towards Effective Energy Management for Smart Buildings , 2021, Sensors.
[26] Yang Han,et al. Trustworthiness in Industrial IoT Systems Based on Artificial Intelligence , 2021, IEEE Transactions on Industrial Informatics.
[27] Mansur R. Kabuka,et al. Combining weather condition data to predict traffic flow: A GRU-based deep learning approach , 2018 .
[28] Jiafu Wan,et al. Industrial Big Data Analytics for Prediction of Remaining Useful Life Based on Deep Learning , 2018, IEEE Access.
[29] Chongqing Kang,et al. Deep Learning-Based Socio-Demographic Information Identification From Smart Meter Data , 2019, IEEE Transactions on Smart Grid.
[30] Simon Bøgh,et al. Artificial intelligence and internet of things in small and medium-sized enterprises: A survey , 2020, Journal of Manufacturing Systems.
[31] Ken Cai,et al. Big Data Analysis Technology for Electric Vehicle Networks in Smart Cities , 2020, IEEE Transactions on Intelligent Transportation Systems.
[32] Yan Cao,et al. Manufacturing Blockchain of Things for the Configuration of a Data- and Knowledge-Driven Digital Twin Manufacturing Cell , 2020, IEEE Internet of Things Journal.
[33] John E. Taylor,et al. Smart City Digital Twin–Enabled Energy Management: Toward Real-Time Urban Building Energy Benchmarking , 2020, Journal of Management in Engineering.
[34] Samy Faddel,et al. On the Implementation of IoT-Based Digital Twin for Networked Microgrids Resiliency Against Cyber Attacks , 2020, IEEE Transactions on Smart Grid.
[35] Taha Landolsi,et al. Digital Twin Conceptual Model within the Context of Internet of Things , 2020, Future Internet.
[36] Siobhán Clarke,et al. A digital twin smart city for citizen feedback , 2021 .