魏宏宇教授的個人資料 - Profile of Hung-Yu Wei

魏宏宇 Hung-Yu Wei

國立台灣大學電機工程學系 教授
副系主任
Professor, Department of Electrical Engineering, National Taiwan University
EE Associate Chair

主要研究領域:

行動無線網路,3GPP無線通訊標準,賽局理論,跨階層無線多媒體系統,無線感測網路與物聯網,邊緣運算/霧運算,機器學習,5G資訊安全

Major Research Areas:

mobile and wireless networking, 3GPP standards, game theory for communications and networking, cross-layer design and optimization for wireless multimedia, wireless sensor networks and IoT, edge/fog computing, machine learning, 5G security

研究領域摘要:

Research Summary:

  • Next generation broadband wireless access architecture and standardization (5G/6G, 3GPP standards)
    • We have been participated in international activities
      • 3GPP
      • NGMN Forum
      • IIC (Industrial Internet Consortium)
      • IEEE Standard Association (P1934, P1935 standards)
      • EU-TW Clear 5G Factory of Future project
  • Fog/edge computing and networking
  • IoT (e.g. URLLC, Factory of Future, V2X)
  • Game theory models, pricing, and incentive mechanism design
  • Multimedia over wireless networks
    • QoE-aware DASH streaming
    • Video analytics for IoT networks
  • Wireless relay/mesh networks (WiMax mesh, WiFi mesh, LTE relay, D2D)
  • Emerging communications and networking technologies
    • Quantum communications and networking
    • Bio-inspired networking
    • Human-centric communications and social networking
    • Communications systems for smart grid
  • Machine Learning
    • ML/AI will play a key role in the next generation wireless network.
      • AI for wireless
        • ML/AI will be used as a power tool for self-organized wireless network configuration and operations
      • Wireless for AI
        • Wireless connectivity serves as enabling technology to connect people (and machines) to AI-driven applications. We aim to design the next generation wireless technologies to better serve AI applications.
    • Integration between machine learning and edge/fog computing
      • We apply ML/AI to several vertical applications (e.g. vehicular, medical applications)
  • Economics models and game theoretic models for emerging computing systems and services
    • Cloud computing
    • Social networks
    • Smart grid and utility pricing
Photo of Hung-Yu Wei