1. Regional Innovation at ICT Convergence Research Center (Magazine Paper).
2. Learning-based Resource Management for Low-power and Lossy Networks (IEEE Transaction).
3. Reinforcement Learning-based Resource Management for Fog Computing Environment:
Perspectives and Challenges (Survey-IEEE Internet of things Journal).
4. Machine Learning-enabled Next Generation Sustainable Industries of Future
(IoF)/ Industrial Internet of Things (IIoT)/ Smart Manufacturing Industries: Current Trends, Challenges, and Future Challenges (Magazine paper).
5. Reinforcement learning for Adaptive Channel Access in IoT Networks (Conference paper)
Work on the following topics:
1. R&D at ICT Convergence research center
A. Development of a remote health monitoring system for defense
B. Development of medical Bio convergence material for defense
C. Smart battery material for high capacity energy storage
D. High-efficiency energy conversion material for smart battery
E. A study on the reliability of smart battery
2. Link quality assessment mechanism for low-power and lossy networks
A. Expected transmission counts
B. Energy assessment mechanism
C. Machine learning model for link quality assessment
3. Challenges for RL-based fog computing.
1. Finalize a draft for Regional Innovation at ICT Convergence Research Center (magazine paper).
2. Finalize an initial draft of the paper (3) with Dr. Tran, Dr. Tariq, and Dr. Sanjay.
3. Finalize draft for paper (2).
4. Prepare a draft for KICS summer 2021 conference (paper 5).