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A Novel Neural Network Framework for Automatic Modulation Classification via Hankelization-Based Signal Transformationopen access

Kim, Jung-Hwan; Lee, Jong-Ho; Shin, Oh-Soon; Lee, Woong-Hee

ArticleIssue Date2025CitationApplied Sciences, v.15, no.14, pp 1 - 15PublisherMDPI
SCIESCOPUS
An NN Framework for Target Number Detection in FMCW Radar Systems via Hankelization: A Low-Dimensional Data Representation Perspectiveopen access

Kim, Jung-Hwan; Kim, Gyung-Eun; Lee, Woong-Hee

ArticleIssue Date2025CitationIEEE Access, v.13, pp 58823 - 58834PublisherIEEE
SCIESCOPUS
An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systemsopen access

Kim, Jung-Hwan; Kim, Dong-Hwan; Ozger, Mustafa; Lee, Woong-Hee

ArticleIssue Date2024CitationIEEE Access, v.12, pp 41934 - 41941PublisherIEEE
SCOPUS
Analysis of Signal Correlation in Integrated Sensing and Communication Systems: An Interference Perspective

Kim, Gyung-Eun; Kim, Jung-Hwan; Kim, Dong-Hwan; Kang, Hyunduk; Son, Ho Kyung; Lee, Woong-Hee

ArticleIssue Date2024Citation2024 15th International Conference on Information and Communication Technology Convergence (ICTC), pp 1993 - 1996PublisherIEEE
SCIESCOPUS
CR2Net: A Neural Network-Based Classifier for Rician and Rayleigh Channels via Hankelizationopen access

Kim, Jung-Hwan; Ozger, Mustafa; Lee, Woong-Hee

ArticleIssue Date2024CitationIEEE Wireless Communications Letters, v.13, no.5, pp 1235 - 1239PublisherIEEE
SCIESCOPUS
E-p-Methoxycinnamoyl-alpha-L-rhamnopyranosyl Ester, a Phenylpropanoid Isolated from Scrophularia buergeriana, Increases Nuclear Factor Erythroid-Derived 2-Related Factor 2 Stability by Inhibiting Ubiquitination in Human Keratinocytesopen access

Jeong, Jiwon; Wahyudi, Lilik Duwi; Keum, Young-Sam; Yang, Heejung; Kim, Jung-Hwan

ArticleIssue Date2018CitationMOLECULES, v.23, no.4PublisherMDPI
SCIESCOPUS
Level Test-Inspired SNR Estimation-Based Dataset Clustering Algorithms for Learnability Maximization in Neural Network Designopen access

Kim, Dong-Hwan; Kim, Jung-Hwan; Ozger, Mustafa; Björnson, Emil; Lee, Woong-Hee

ArticleIssue Date2025CitationIEEE Internet of Things Journal, v.12, no.23, pp 50836 - 50851PublisherIEEE
SCIESCOPUS
Neural-Network-Based Synchronization Acquisition with Hankelization Preprocessingopen access

Kim, Gyung-Eun; Kim, Jung-Hwan; Lee, Jong-Ho; Lee, Woong-Hee

ArticleIssue Date2025CitationApplied Sciences, v.15, no.7, pp 1 - 15PublisherMDPI
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