- Exploring TinyML for Internet of Things Applications
- Investigating Pre/Post Optimization Techniques for Deep Learning Models
- Advancing Military Communication and Networking Technologies
- Analyzing Electric Vehicle Battery States using Machine Learning Algorithms
- Computational Imaging and Perception
Education
(PhD) Gwangju Institute of Science and Technology, 2010
(MS) Gwangju Institute of Science and Technology, 2007
(BS) Korea Aerospace University, 2006
Experience
Kumoh National Institute of Technology, Professor (2014-2024)
INRS, Canada, Postdoctoral fellow (2013-2014)
University of Hertfordshire, UK, Research fellow (2010-2013)
Journal Articles
(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
(2022)
Implementation of IoT-Based Low-Delay Smart Streetlight Monitoring System.
IEEE INTERNET OF THINGS JOURNAL.
9,
19
(2022)
Design of Modular BMS and Real-Time Practical Implementation for Electric Motorcycle Application.
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS.
69,
2
(2021)
Novel SOH Estimation of Lithium-Ion Batteries for Real-Time Embedded Applications.
IEEE EMBEDDED SYSTEMS LETTERS.
13,
4
