Hyeontae Joo
About
I received the B.S.E. degree from the University of Seoul, Seoul, South Korea, in 2017, and I am currently pursuing the Ph.D. degree with the School of Electrical Engineering, Korea University, Seoul. I worked as a research engineer in Hyundai Motor Group from 2017 to 2020. My research interests is wireless connectivity and UAV networking including protocol optimization, network virtualization, network modeling and network simulation. I currently focus on boosting the performance of networks with software-defined networking (SDN) approach and reinforcement learning (RL) techniques.
Research Interests
Wireless connectivity and networking
Cyber physical system and network virtualization
Contact
motern800 AT korea DOT ac DOT kr
Education
Korea University, Seoul, Republic of Korea
MS/Ph.D., Electrical Engineering, Feb 2020 - Present
Adviser: Professor Hwangnam Kim
University of Seoul, Seoul, Republic of Korea
BS, Electrical and Computer Engineering, Feb 2011 - Feb 2017
TA
Fall 2020: Data Structure and Algorithm (KEEE210) at Korea University
Fall 2022: Digital System Design and Laboratory (KECE210) at Korea University
Teaching Experience
Spring 2024: Part-Time Lecturer, Data Communication Networks (0375002-01), Kookmin University
Awards & Honors
Outstanding paper of ICONI 2022
Best Papers of J-KICS July 2023
해동우수논문상(장려상) of KICS June 2024
Publications
International Journals
"STEAM: Spatial Trajectory Enhanced Attention Mechanism for Abnormal UAV Trajectory Detection"
Namkyung Yoon, Dongjae Lee, Kiseok Kim, Taehoon Yoo, Hyeontae Joo and Hwangnam Kim*
Applied Sciences, 14(1), 248, December 2023
"Empowering Adaptive Geolocation-Based Routing for UAV Networks with Reinforcement Learning"
Changmin Park, Sangmin Lee, Hyeontae Joo, and Hwangnam Kim
Drones, Vol. 7, No. 6, Pages 387, June 2023
"Optimizing Time-Sensitive Software-Defined Wireless Networks with Reinforcement Learning"
Hyeontae Joo, Sangmin Lee, Seunghwan Lee, and Hwangnam Kim
IEEE Access, Vol. 10, Pages 119496-119505, November 2022
"MPTCP-based Transmission Scheme for Improving Control Stability of Unmanned Aerial Vehicle"
Woonghee Lee*, Joon Yeop Lee*, Hyeontae Joo*, and Hwangnam Kim
Sensors, Vol. 21, No. 8, Pages 2791, April 2021 (* Equal contribution)
"Survey on Anti-Drone Systems: Components, Designs, and Challenges"
Seongjoon Park, Hyeong Tae Kim, Sangmin Lee, Hyeontae Joo, and Hwangnam Kim
IEEE Access , Vol. 9, Pages 42635-42659, March 2021
International Conferences
"Reinforcing SDN Reliability with Blockchain-based Renewal of Network Participation"
Hyeontae Joo, Taehoon Yoo, and Hwangnam Kim
ICONI 2022, Jeju, Korea , December 2022
"Ensuring Reliable OpenFlow Channel for SDN Based Cyber-Physical System"
Hyeontae Joo, and Hwangnam Kim
ICCAS , Jeju, Korea, October, 2021
Domestic Journals
"Discovering Optimal Transmission Path based on Genetic Algorithm for Time Sensitive Traffic in Software-Defined Networks"
Seunghwan Lee, Hyeontae Joo, Hwangnam Kim
The Journal of the KICS, May 2023
"Minimizing GPS Clock Synchronization Error for PX4-Based Unmanned Aircraft "
Hooyeop Shim, Hyeontae Joo, Hwangnam Kim
The Journal of Korean Institute of Communications and Information Sciences, Vol.46, No.4, Pages 679-687, April 2021
Domestic Conferences
"Enabling Low-Latency Digital Twins for Large-Scale UAV Networks using MQTT-Based Communication Framework"
Dohyun An, Hyeontae Joo, Dongkyu 'Roy' Lee, Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, June 2024
"Study on Improving Network Reliability for Swarming Robots"
Hyeontae Joo, Namkyung Yoon, and Hwangnam Kim
The 18th Korea Robotics Society Annual Conference, February, 2023
"Simulating Multiple Unmanned Vehicle Control based on Software-Defined Networks"
Seunghwan Lee, Hyeontae Joo, Namkyung Yoon, and Hwangnam Kim
Proc. Korea Institute of Military Science and Technology, June 2022
"Implementing Virtual Models for Drones in the AirSim Environment"
Kyeong Hyun Yoo, Hyeontae Joo, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, November 2021
"Scheduling Packet Replication for Throughput Improvement in MPTCP"
Hyeontae Joo, Dong Kyu Lee, and Hwangnam Kim
Proc. Korea Institute of communications and Information Sciences, August 2020
Patents
Domestic Patent
Patent application number 10-2023-0075677
Blockchain-based renewal techniques for stable SDN participant management
Taehoon Yoo, Hyeontae Joo, Hwangnam Kim
Patent application number 10-2021-0115621
TIME SYNCHRONIZATION METHOD OF ELECTRONIC APPARATUS
Hooyeop Shim, Hyeontae Joo, Hwangnam Kim
Technical Skills
Languages: C, Python
Libraries and Tools: Linux Kernel, NS-3, ONOS, OvS, Qemu
Languages
Korean (Native)
English (Limited)
Japanese (Limited)