MINJEONG KANG

Research Topics

• Wireless communication

• Machine learning

Education

• (2022-Present) PhD student in Electronics Engineering Hankuk University of Foreign studies (HUFS), Yongin, Korea

  • Research Advisor: Prof. Jung Hoon Lee (Homepage)

• (2020-2022) MS in Electronics Engineering Hankuk University of Foreign studies (HUFS), Yongin, Korea

  • Research Advisor: Prof. Jung Hoon Lee (Homepage)

  • Thesis: Machine learning-based resource allocation for complexity reduction in wireless communication systems

• (2015-2020) BS in Electronics Engineering and Chemistry (Double major) Hankuk University of Foreign studies (HUFS), Yongin, Korea

Publications

• International Journal

  • M. J. Kang, J. H. Lee, and J. Y. Ryu, “Machine Learning-Based NOMA for Multiuser MISO Broadcast Channels,” IEEE Communications Letters, vol. 28, no. 1, Jan. 2024.

  • M. J. Kang and J. H. Lee, “Machine Learning Based Multi-level Power Loading for Massive Parallel Gaussian Channels,” in preparation

• Domestic Journal

  • 강민정, 이정훈, “MISO BC 채널에서 기계학습 기반 비직교 다중 접속 구현," 한국통신학회논문지,  vol. 47, no. 6, June. 2022.

• International Conference

  • M. J. Kang and J. H. Lee, “Machine Learning Based Power Loading for Massive Parallel Gaussian Channels,” International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Feb. 2022.

  • M. J. Kang, J. H. Lee and S. H. Chae, “Channel Estimation with DnCNN in Massive MISO LEO Satellite Systems,” International Conference on Ubiquitous and Future Networks (ICUFN), July. 2023.

• Domestic Conference

  • 강민정, 이정훈, “SISO NOMA 시스템에서 머신러닝을 활용한 복호 기술,” 2021 Joint Conference on Communication and Information (JCCI), Apr.2021.

  • 강민정, 이정훈, “MISO NOMA 브로드캐스트 시스템에서 머신러닝을 활용한 복호 기술,” 2021 년도 한국통신학회 하계종합학술발표회 논문집 , June. 2021.

  • 강민정, 이정훈, “Massive Gaussian Parallel 채널에서 머신러닝을 활용한 다중 레벨 파워 로딩 기법,” 2022 Joint Conference on Communication and Information (JCCI), Apr. 2022.

  • 강민정, 이정훈, “MISO 밀리미터파 시스템에서 디노이즈 기계학습 모델 기반 채널 추정 기법,” 2023 년도 한국통신학회 동계종합학술발표회 논문집, Feb. 2023.

  • 강민정, 이정훈, 채승호, “Massive MISO 저궤도 위성 시스템에서 DnCNN 기반 채널 추정,” 2023 Joint Conference on Communication and Information (JCCI), Apr.2023.