Lei Zhong
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Wireless communication networks
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Department
- Connected Company
InfoTech,
Connected Advanced Development Div.
- Connected Company
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Biography
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2018-
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Toyota Motor Corporation
Engaged in research, development and standardization of multi-tier distributed communication technologies for collecting and disseminating large-scale automoitive data
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2015-
2017 -
National Institute of Informatics and The University of Tokyo
Conducted research on a disaster-resilient wireless communication network based on Big-data analytics
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2012-
2015 -
National Institute of Information and Communications Technology
Engaged in research and development on wireless communication network virtualization and Internet-of-Things in next-generation networks
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2011-
2012 -
Research Organization of Information and Systems
Conducted research on privacy-preserving technologies for personal data publishing
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2011
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Doctorate Degree (Informatics), The Graduate University for Advanced Studies, Japan
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Publication List/Conference presentation
Main Technical Publications
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Semantic Segmentation-based Semantic Communication System for Image Transmission, Elsevier, Digital Communications and Networks
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LEO Satellite Simulator for Connected Vehicle Scenarios, The Institute of Electronics, Information and Communication Engineers (IEICE), Technical Committee on Satellite Communications (2023 March)
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On-device Federated Learning with Fuzzy Logic based Client Selection, ACM, ACM RACS 2022
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An Communication-Efficient Distributed Machine Learning Scheme in Vehicular Network, ACM, ACM RACS 2022
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Toward Efficient Blockchain for the Internet of Vehicles with Hierarchical Blockchain Resource Scheduling, MDPI, MDPI Electronics, 2022
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Fuzzy Logic based Client Selection for Federated Learning in Vehicular Networks, IEEE, IEEE Open Journal of the Computer Society, 2022
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Communication Resources Management based on Spectrum Sensing for Vehicle Platooning, IEEE, IEEE Transactions on Intelligent Transportation Systems, 2022
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Intelligent Network Slicing with Edge Computing for Internet of Vehicles, IEEE Access journal
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"Driving Data to the Edge: The Challenge of Traffic Distribution", Techinical Report, Automotive Edge Computing Consortium, 2019.
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"Building Dynamic Mapping with CUPS for Next Generation Automotive Edge Computing", IEEE CloudNet 2019.
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“Mission Planning for UAV-based Opportunistic Disaster Recovery Networks”, IEEE CCNC, Jan. 2018.
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“Population-aware relay placement for wireless multi-hop based network disaster recovery”, IEEE GLOBECOM , Dec. 2017.
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“Spatio-temporal data-driven analysis of mobile network availability during natural disasters”, IEEE ICT-DM, Dec. 2016. (Best Paper Award)
Presentaitons
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AECC Panel Discussion: Edge Computing in the Automotive Industry, Informa, 5G World Summit
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A Scalable Blockchain-based High-Definition Map Update Management System, IEEE International Smart Cities Conference 2021
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Service-aware 5G/B5G Cellular Networks for Future Connected Vehicles, IEEE International Smart Cities Conference 2021
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""Driving Data to the Edge - Challenges and Solutions in Automotive Edge Computing"", Industry Panel, IEEE Global Communications Conference, 2019.
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"Automotive Edge Computing for Connected Vehicles", invited talk, the Institute of Electronics, Information and Communication Engineers (IEICE) Society Conference 2019.
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""Insights from the applied edge"", Industry Panel, ACM/IEEE Symposium on Edge Computing, 2018.
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Future Vehicles Summit, Industry Panel, Mobile World Congress Shanghai 2018."
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