(PhD) Gwangju Institute of Science and Technology, 2010
(MS) Gwangju Institute of Science and Technology, 2007
(BS) Korea Aerospace University, 2006
약력/경력
Kumoh National Institute of Technology, Professor (2014-2024)
INRS, Canada, Postdoctoral fellow (2013-2014)
University of Hertfordshire, UK, Research fellow (2010-2013)
학술지 논문
(2026)
Emotion-aware multimodal lightweight framework for adaptive voice interaction on edge device.
KNOWLEDGE-BASED SYSTEMS.
350,
(2026)
A dual-path lightweight detector with hybrid attention for real-time object detection.
Engineering Applications of Artificial Intelligence.
176,
(2026)
Pruned and Quantized Hybrid Models for Edge-Based Automatic Modulation Recognition.
IEEE INTERNET OF THINGS JOURNAL.
13,
14
(2026)
Edge-Optimized Battery SOH Estimation Using LLM-Based Feature Engineering and TinyELM.
IEEE INTERNET OF THINGS JOURNAL.
13,
12
(2026)
Propagation-Aware Scheduling MAC Protocol for Reliable Underwater Swarmed AUV Communications Networks.
IEEE INTERNET OF THINGS JOURNAL.
13,
5
(2025)
Ultracapacitor management system for IoT-based streetlight application.
JOURNAL OF ENERGY STORAGE.
134,
(2025)
Automatic Channel Coding Recognition Using Convolution-TKAN.
Journal of Korean Institute of Communications and Information Sciences.
50,
4
(2025)
CRANet-Based Blind Recognition of Channel Coding.
Journal of Korean Institute of Communications and Information Sciences.
50,
4
(2025)
Enhanced Automatic Modulation Recognition Performance Using ResNet and GAF.
Journal of Korean Institute of Communications and Information Sciences.
50,
4
(2025)
Automatic Channel Coding Recognition Based on DeepVGG.
Journal of Korean Institute of Communications and Information Sciences.
50,
3
(2025)
Automatic Modulation Recognition Using Data-Efficient imag Transformers(DeiT).
Journal of Korean Institute of Communications and Information Sciences.
50,
2
(2025)
Novel battery management systems: Enhancing flexibility and fault tolerance.
JOURNAL OF ENERGY STORAGE.
107,
1
(2024)
Battery-Supercapacitor Hybrid Energy Management System Based on Reinforcement Learning; [강화학습 기반 배터리-슈퍼커패시터 하이브리드 에너지 관리 시스템].
Transactions of the Korean Society of Automotive Engineers.
32,
11
(2024)
Implementation of Modulation and Channel Coding Recognition Using CNN and Protocol Reverse Engineering Simulation in Blind Communication Environment.
Journal of Korean Institute of Communications and Information Sciences.
49,
11
(2024)
EEG Dataset for the Recognition of Different Emotions Induced in Voice-User Interaction.
SCIENTIFIC DATA.
11,
1
(2024)
Research on Automatic Modulation Recognition Using Vision Transformer.
Journal of Korean Institute of Communications and Information Sciences.
49,
8
(2024)
Novel SoH Estimation of Electric Vehicle Battery Using Transformer Model; [트랜스포머 모델을 활용한 전기차 배터리 SoH 예측 연구].
Transactions of the Korean Society of Automotive Engineers.
32,
5
(2024)
Protocol Structure and Sequence Detection Method for Multi-Protocol Analysis.
Journal of Korean Institute of Communications and Information Sciences.
49,
4
(2024)
Edge TMS: Optimized Real-Time Temperature Monitoring Systems Deployed on Edge AI Devices.
IEEE INTERNET OF THINGS JOURNAL.
11,
2
(2023)
Edge-Oriented Social Distance Monitoring System Based on MTCNN.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS.
19,
8
