魏宏宇 Hung-Yu Wei

Professor, Department of Electrical Engineering, National Taiwan University

Major Research Areas:

mobile and wireless networking, 3GPP standards, game theory for communications and networking, wireless multimedia, IoT, edge/fog computing, EV, machine learning

Research Summary:

• Next generation broadband wireless access architecture and standardization (5G/6G, 3GPP standards)
  • We have been participated in international activities
    • 3GPP
    • NGMN Forum
    • IEEE Standard Association (1934, 1935 standards)
    • IEEE 802.11
    • EU-TW Clear 5G Factory of Future project
• Fog/edge computing and networking
• IoT (e.g. URLLC, Factory of Future, V2X, NTN Satellite IoT)
• Game theory models, pricing, and incentive mechanism design for communications and computing
• Multimedia over wireless networks
  • QoE-aware DASH streaming
  • Video analytics for IoT networks
• Machine Learning
  • ML/AI will play a key role in the next generation wireless network.
    • AI for wireless/edge computing
      • ML/AI will be used as a power tool for self-organized wireless network configuration and operations
    • Wireless/edge computing 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)