Research output per year
Research output per year
Personal profile
Education
(2009) B.A., Hanyang University
(2011) M.A., KAIST
(2018) Ph.D., KAIST
(2011) M.A., KAIST
(2018) Ph.D., KAIST
Professional Experience
• (2018~2019) Queen's University, Canada
• (2019~2021) Korea Electrotechnology Research Institute (KERI)
• (2021~present) Sejong University
• (2019~2021) Korea Electrotechnology Research Institute (KERI)
• (2021~present) Sejong University
Research Interests
- Machine / Deep Learning
- Prognostics and Health Management
- Communications Signal Processing
- Prognostics and Health Management
- Communications Signal Processing
Major Research Achievements
- Predictive maintenance for smart factory, large ship, electric motor, etc.
- Deep learning-based signal processing technologies.
- Machine vision and pattern recognition
- Deep learning-based signal processing technologies.
- Machine vision and pattern recognition
URL
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Transmit Power Adaptation for D2D Communications Underlaying SWIPT-Based IoT Cellular Networks
Lim, D. W., Chun, C. J. & Kang, J. M., 15 Jan 2023, In: IEEE Internet of Things Journal. 10, 2, p. 987-1000 14 p.Research output: Contribution to journal › Article › peer-review
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eXplainable AI (XAI)-Based Input Variable Selection Methodology for Forecasting Energy Consumption
Sim, T., Choi, S., Kim, Y., Youn, S. H., Jang, D. J., Lee, S. & Chun, C. J., Sep 2022, In: Electronics (Switzerland). 11, 18, 2947.Research output: Contribution to journal › Article › peer-review
Open Access -
Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks
Jeong, C., Chun, C. J., Shin, W. Y. & Kim, I. M., 15 Aug 2022, In: IEEE Internet of Things Journal. 9, 16, p. 15270-15284 15 p.Research output: Contribution to journal › Article › peer-review
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Deep Learning Based Channel Estimation for MIMO Systems with Received SNR Feedback
Kang, J. M., Chun, C. J. & Kim, I. M., 2020, In: IEEE Access. 8, p. 121162-121181 20 p., 9131701.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
Deep Learning-Based MIMO-NOMA with Imperfect SIC Decoding
Kang, J. M., Kim, I. M. & Chun, C. J., Sep 2020, In: IEEE Systems Journal. 14, 3, p. 3414-3417 4 p., 8827912.Research output: Contribution to journal › Article › peer-review
45 Scopus citations