Taehoon Yoo
About
I am a Ph.D. candidate in Wireless Intelligence at Network Edge(WINE) Lab at Korea University advised by Prof. Hwangnam Kim. My research interests lie in machine learning, UAV topology control and blockchain.
Research Interests
Reinforcement Learning
Topology Control
Blockchain
Contact
yth921 AT korea DOT ac DOT kr
Education
M.S./Ph.D. in Electrical Engineering, Korea University (Sep 2020 - Present)
B.S. in Electrical Engineering, Kyunghee Univiersity (March 2014 - Aug 2020)
Publications
International Journals
"Vehicular Localization Framework with UWB and DAG-Based Distributed Ledger for Ensuring Positioning Accuracy and Security"
Kiseok Kim*, Sangmin Lee*, Taehoon Yoo*, and Hwangnam Kim
Electronics, Vo. 23, No. 12, Pages 4756, November 2023.
"Reinforcement Learning Based Topology Control for UAV Networks"
Taehoon Yoo, Sangmin Lee, Kyeonghyun Yoo, and Hwangnam Kim
Sensors, Vol. 23, No. 2, Pages 921, January 2023
International Conferences
"DAG-based Distributed Data Management System for Smart Factory"
Taehoon Yoo, Kiseok Kim, Sangmin Lee, and Hwangnam Kim
ICNGC, Danang, Vietnam, December 2023
"Reinforcing SDN Reliability with Blockchain-based Renewal of Network Participation"
Hyeontae Joo, Taehoon Yoo, and Hwangnam Kim
ICONI 2022, Jeju, Korea , December 2022
Domestic Conferences
"Leveraging Blockchain for Ensuring SDN Reliability"
Seoeun Choi, Taehoon Yoo, Namkyung Yoon, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2022
"Service Level Based Network Routing Control for Blockchain Platform"
Taehoon Yoo, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, February 2022
"Network Topology Control through Reinforcement Learning in IoT Networks"
Taehoon Yoo, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, November 2021
"Network Topology Control for Multiple UAVs Using Reinforcement Learning"
Taehoon Yoo, Seongjoon Park and Hwangnam Kim
Proc. Korea Institute of Military Science and Technology, November 2021
Technical Skills
Languages: C, Pyhton
Libraries: TensorFlow, OpenAI Gym
Operating Systems: MS Windows, Linux (Ubuntu)
Languages
Korean (Native)
English (Limited)