Gyuyeol Kong
Assistant Professor, Hansung University
Division of Mechanical and Electronics Engineering (Electronic track)
Yeongu-gwan #301, 116 Samseongyoro-16gil Seongbuk-gu, Seoul, 02876, South Korea
Email: gykong@hansung.ac.kr
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EDUCATION
Ph.D., Electrical and Electronic Engineering, Yonsei University, Seoul, South Korea, Feb. 2014.
B.S., Electrical and Electronic Engineering, Yonsei University, Seoul, South Korea, Aug. 2007.
EXPERIENCE
Assistant Professor, Division of Mechanical and Electronics Engineering, Hansung University, Seoul, South Korea (Mar. 2023-Present)
Postdoctoral Researcher, Department of Signal Processing and Acoustics, Aalto University, Espoo, Finland (May. 2019-Feb. 2021)
Research Professor, School of Electrical and Electronic Engineering, Yonsei University, Seoul, South Korea (Apr. 2016-Apr. 2019)
Senior Engineer, Memory Division, Controller Development Team, Samsung Electronics Company Ltd., Hwaseong, South Korea (Mar. 2014-Mar. 2016)
Research Intern, Data Storage Institute, Agency for Science, Technology and Research (A*STAR), Singapore (Apr. 2012-Apr.2013)
RESEARCH INTERESTS
Signal Processing, Wireless Communications, and Machine Learning
JOURNAL PAPERS
S. Park and G. Kong*, "Codebook-Based Trellis-Coded Quantization Scheme Using K-Means Clustering for Massive MIMO Systems," IEEE Access, vol. 13, pp. 37423 - 37430, Feb. 2025.
T. Kim and G. Kong*, "A Hybrid Genetic Algorithm with Tabu Search Using a Layered Process for High-Order QAM in MIMO Detection," Mathematics, vol. 13, no. 1, 2, Dec. 2024.
T. Kim and G. Kong*, "Deep Learning-Driven Interference Perceptual Multi-Modulation for Full-Duplex Systems," Mathematics, vol. 12, no. 10, 1452, May 2024.
G. Kong and Y.-G. Hong*, "Inference Latency Prediction Approaches Using Statistical Information for Object Detection in Edge Computing," Applied Sciences, vol. 13, no. 16, pp. 1-19, Aug. 2023.
G. Kong, T. Kim*, and M. Jung*, "Iterative Multihead Multitrack Detection Scheme for Bit-Patterned Media Recording," IEEE Magnetics Letters, vol. 13, pp. 1-5, Nov. 2022.
G. Kong and M. Jung*, "Tabu Search Aided Multi-Track Detection Scheme for Bit-Patterned Media Recording," Applied Sciences, vol. 12, no. 19, pp. 1-8, Sep. 2022.
M. Jung*, W. Saad, and G. Kong, "Performance Analysis of Active Large Intelligent Surfaces (LISs): Uplink Spectral Efficiency and Pilot Training," IEEE Transactions on Communications, vol. 69, no. 5, pp. 3379-3394, May 2021.
M. Jung, W. Saad, Y. Jang, G. Kong, and S. Choi*, "Performance Analysis of Large Intelligent Surfaces (LISs): Asymptotic Data Rate and Channel Hardening Effects," IEEE Transactions on Wireless Communications, vol. 19, no. 3, pp. 2052-2065, Mar. 2020.
M. Jung, W. Saad, Y. Jang, G. Kong, and S. Choi*, "Reliability Analysis of Large Intelligent Surfaces (LISs): Rate Distribution and Outage Probability," IEEE Wireless Communications Letters, vol. 8, no. 6, pp. 1662-1666, Dec. 2019.
G. Kong and S. Choi*, "An Ant Colony Optimization Aided Two-Dimensional Soft Output Viterbi Algorithm Detection Scheme for Holographic Data Storage Systems," Jpn. J. Appl. Phys., 58, SKKD03, Jul. 2019.
S. Han, G. Kong, and S. Choi*, "Equalization Scheme with Misalignment Estimation Based on Multi-Layer Perceptrons for Holographic Data Storage Systems," Jpn. J. Appl. Phys., 58, SKKD02, Jul. 2019.
S. Han, G. Kong, and S. Choi*, "A Detection Scheme With TMR Estimation Based on Multi-Layer Perceptrons for Bit Patterned Media Recording," IEEE Transactions on Magnetics, vol. 55, no. 7, pp. 3100704, Jul. 2019.
Y. Jang, G. Kong, M. Jung, S. Choi, and I. Kim*, "Deep Autoencoder based CSI Feedback with Feedback Errors and Feedback Delay in FDD Massive MIMO Systems," IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 833-836, Jun. 2019.
G. Kong and S. Choi*, "Enhanced 2/3 Four-Ary Modulation Code Using Soft-Decision Viterbi Decoding for Four-Level Holographic Data Storage Systems," Jpn. J. Appl. Phys., 56, 09NA06, Aug. 2017.
G. Kong and S. Choi*, "A Two-Dimensional Partial Response Maximum Likelihood Detection Scheme for Misalignment Compensation in Holographic Data Storage Systems," Jpn. J. Appl. Phys., 56, 09NA01, Jul. 2017.
G. Kong and S. Choi*, "A New Read Channel Architecture Using A Staggered Pattern for Bit Patterned Media Recording," J. Appl. Phys., 115, 17B746, Mar. 2014.
T. Kim, G. Kong, X. Weiya, and S. Choi*, "Cell-to-Cell Interference Compensation Schemes Using Reduced Symbol Pattern of Interfering Cells for MLC NAND Flash Memory," IEEE Transactions on Magnetics, vol. 49, no. 6, pp. 2569-2573, May. 2013.
CONFERENCE PAPERS
S. Oh, S. Lee, Y.-G. Hong, G. Kong, and H.-K. Kahng, "Performance Evaluation of Partial Offloading under Various Scenarios in Mobile Edge Computing," in Proc. International Conference on Advanced Communication Technology (ICACT), Feb. 2022.
G. Kong, M. Jung, and V. Koivunen, "Waveform Classification in Radar-Communications Coexistence Scenarios," in Proc. IEEE Global Communications Conference (GLOBECOM), Dec. 2020.
G. Kong, M. Jung, and V. Koivunen, "Waveform Recognition in Multipath Fading using Autoencoder and CNN with Fourier Synchrosqueezing Transform," in Proc. IEEE International Radar Conference (IRC), Apr. 2020.
G. Kong and V. Koivunen, "Radar Waveform Recognition Using Fourier-Based Synchrosqueezing Transform and CNN," in Proc. IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Dec. 2019.
M. Jung, W. Saad, and G. Kong, "Spectral Efficiency in Large Intelligent Surfaces: Asymptotic Analysis Under Pilot Contamination," in Proc. IEEE Global Communications Conference (GLOBECOM), Dec. 2019.
S. Han, G. Kong, D. Kim, and S. Choi, "CNN-based user selection in MIMO broadcasting channel," in Proc. International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2019.
S.-R. Kim, K. Lee, G. Kong, M.-K. Lee, D. Shin, G. Yu, B. Shin, P. Yoon, H. Son, J.-J. Kong, "A Post-Processing Algorithm for Reducing Strong Error Effects in NAND Flash Memory," in Proc. IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Oct. 2016.
GRANTED PATENTS
METHOD AND APPARATUS FOR MULTI-USER SCHEDULING IN WIRELESS COMMUNICATION SYSTEM, 12184466, US, Dec. 2024.
METHOD AND APPARATUS FOR DETECTING A SIGNAL IN A WIRELESS COMMUNICATION SYSTEM, 102410203, KR, Jun. 2022.
METHOD AND APPARATUS FOR DETECTING SIGNAL IN WIRELESS COMMUNICATION SYSTEM, 11070404, US, Jul. 2021.
METHOD AND APPARATUS FOR DETECTING A SIGNAL IN A WIRELESS COMMUNICATION SYSTEM, 102274959, KR, Jul. 2021.
METHOD AND APPARAUS FOR ENCODING OPERATION IN SIMULTANEOUS WIRELESS INFORMATION AND POWER TRANSMISSION SYSTEM, 102174234, KR, Oct. 2020.
CODEBOOK GENERATION APPARATUS AND METHOD FOR SWIPT SYSTEM, 102165611, KR, Oct. 2020.
METHOD AND APPARATUS FOR DETECTING SIGNAL IN A WIRELESS COMMUNICATION SYSTEM, 10505673, US, Dec. 2019.
DECODER USING LOW-DENSITY PARITY-CHECK CODE AND MEMORY CONTROLLER INCLUDING THE SAME, 10324785, US, Jun. 2019.
HONORS & AWARDS
Hansung Distinguished Service Award (한성발전공헌상), Hansung University, Oct. 2024.
Maanpuolustuksen Kannatussäätiö (National Defence Support Foundation), Research Scholarship, Apr. 2020.
Samsung Electronics Co., Ltd., Industrial Scholarship for Ph.D, Sep. 2011 - Feb. 2014.
Brain Korea 21, Scholarship for Global Internship, Apr. 2012 - Mar. 2013.
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