ABOUT ME

I am a second-year PhD candidate in the Graduate School of Computer Science and Engineering, University of Aizu, Japan. I am a member of the Computer Communications Laboratory under the supervision of Professor Anh T. PHAM.

My Ph.D. research, titled “Learning-based Resource Management in UAV-Assisted Wireless Networks,” studies a new approach integrating machine learning techniques (deep learning and model-free reinforcement learning) and conventional mathematical optimization into resource management of UAV-assisted wireless networks. The two focuses are optimizing network resource allocation and adaptive deployment of aerial base stations to enable edge computing in next-generation cellular networks.

EDUCATION AND TRAINING

• Ph.D., Computer Science and Engineering, University of Aizu, Aug. 2024 (Expected)
• M.Sc., Computer Science and Engineering, University of Aizu, 2021
• B.Eng., Electronics and Telecommunications (Talented Program), Hanoi University of Science and Technology (HUST), Vietnam, 2018
• IBM Data Science Professional Certificate Program
• DeepLearning.AI Deep Learning Specialization

RESEARCH EXPERIENCE

• Research Assistant, Computer Communications Laboratory (CCL), University of Aizu, Oct. 2019 – now
  • Oct. 2021 - Now: Seeking AI-empowered solutions to optimize network resource allocation and adaptive deployment of aerial base stations to enable edge computing in next-generation cellular networks.
  • Oct. 2019 - Sep. 2021: Designed multiple access protocols to support massive machine-type communications in 5G and beyond networks.
  • Advisor: Professor Anh T. Pham
• Research Assistant, Communication Theory and Application Research Group (CTARG), Hanoi University of Science and Technology, Oct. 2017 – Sep. 2019
  • Designed energy-efficient multiple access mechanisms for large-scale Radio Frequency Identification (RFID) systems.
  • Advisor: Professor Chuyen T. Nguyen
• Teaching Assistant (Undergraduate Courses), University of Aizu (UoA)
  • FU14 Introduction to Software Engineering, Spring 2023
  • FU02 Information Theory and Data Compression: Winters 2020, 2021, 2022
  • CN04 Wireless Networking, Winters 2021, 2022
  • CN02 Network Security, Springs 2021, 2022

CONTACT

Computer Communications Laboratory,
University of Aizu, Japan 965-0006
linhht.419 [at] gmail [dot] com