• Reinforcement Learning

• Topology Control

• UAV (Unmanned Aerial Vehicle) & Drone 

• Blockchain

yth921 AT korea DOT ac DOT kr

• M.S./Ph.D. in Electrical Engineering, Korea University (Sep 2020 - Present)

• B.S. in Electrical Engineering, Kyunghee Univiersity (March 2014 - Aug 2020)

International Journals

1. "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

2. "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.

3. "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

1. "DAG-based Distributed Data Management System for Smart Factory"

Taehoon Yoo, Kiseok Kim, Sangmin Lee, and Hwangnam Kim

ICNGC, Danang, Vietnam, December 2023

2. "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

1. "Research on a zero-knowledge proof-based data sharing platform for safe data transfer between blockchains" 

Taehoon Yoo, and Hwangnam Kim

Proc. Korea Institute of communications and Information Sciences, June 2024

2. "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

3. "Service Level Based Network Routing Control for Blockchain Platform" 

Taehoon Yoo, and Hwangnam Kim

Proc. Korea Institute of communications and Information Sciences, February 2022

4. "Network Topology Control through Reinforcement Learning in IoT Networks" 

Taehoon Yoo, and Hwangnam Kim

Proc. Korea Institute of communications and Information Sciences, November 2021

5. "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

• Domestic Patent
  
  Patent application number 10-2023-0075677
  Blockchain-based renewal techniques for stable SDN participant management
  Taehoon Yoo, Hyeontae Joo, Hwangnam Kim

• BEST STUDENT PAPER BRONZE AWARD of 2024 IEEE Seoul Section Student Paper Contest

• Languages: C, Pyhton

• Libraries: TensorFlow, OpenAI Gym

• Operating Systems: MS Windows, Linux (Ubuntu)

• Korean (Native)

• English (Limited)