Publications

International Journals

Total 52건 1 페이지
2025
52
A Survey on Deep Learning-Based Lane Detection Algorithms for Camera and LiDAR Min-Hyeok Sun, Seung-Hyun Kong*, and Dong-Hee Paek IEEE Transactions on Intelligent Transportation Systems [SCIE, IF 8.4, JCR Top 7.0%], vol. 26, no. 6, pp. 7319-7342, June 2025
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51
AI for Perception using 4D Radar Dong-Hee Paek and Seung-Hyun Kong* Under review for IEEE Intelligent Transportation Systems Magazine,
50
Drivable Area Detection and Occupancy Prediction using 4D Radar for Adverse Weathers with Global Proxy Feature Christofel Rio Goenawan, Dong-Hee Paek, and Seung-Hyun Kong* Under review for IEEE Transactions on Intelligent Vehicles,
49
Cross-Ratio and Vehicle Dynamics-Based Speed Estimation for Traffic Accident Analysis Youngsoo Choi, Jongjin Park, Yongmun Yun, Woo-Jeong Jeon, and Seung-Hyun Kong* Forensic Science International, 2025
48
Robust Video-Based Vehicle Speed Estimation for Occluded Scenes for Forensic Analysis of Traffic Accidents Youngsoo Choi and Seung-Hyun Kong* Under review for Multimedia Tools and Applications,
47
Cooperative Adaptive Cruise Control in Mixed Traffic: An Adaptive Model Predictive Control Approach Zheng Chen, Zeyu Mu, Jeong-Hoon Kim, Haechul Chang, Haoji Liu, Sangjae Cho, Seung-Hyun Kong*, and B. Brian Park* Under review for IEEE Transactions on Intelligent Transportation Systems,
46
The 2024 IEEE Intelligent Vehicles Symposium: A Landmark Event in Autonomous Driving and Intelligent Mobility Seung-Hyun Kong IEEE Intelligent Transportation Systems Magazine [SCIE, IF 5, JCR Top 20.9%], vol. 17, no. 4, pp. 122-126, July-August 2025
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45
Deep Learning-bsaed Frequency Estimation of Weak Signals Using TFDs of Multi-LFM Seung-Hyun Kong*, Hee-Yang Jung, Dong-Hee Paek and Woo-Jin Jung Under review for IEEE Transactions on Neural Networks and Learning Systems,
44
4D Radar Doppler Reconstruction for 3D Object Detection Seung-Hyun Song, Dong-Hee Paek, Woong-Chan Byun, and Seung-Hyun Kong* In preparation for Neurocomputing,
43
Learning-based Autonomous Oversteer Control and Collision Avoidance Seokjun Lee and Seung-Hyun Kong* Under review for IEEE Transactions on Intelligent Vehicles,
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42
L2RDaS: Synthesizing 4D Radar Tensors for Model Generalization via Dataset Expansion Woo-Jin Jung, Dong-Hee Paek, and Seung-Hyun Kong* Under review for IEEE Sensors journal,
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41
Enhanced 3D Object Detection via Diverse Feature Representations of 4D Radar Tensor Seung-Hyun Song, Dong-Hee Paek, Minh-Quan Dao, Ezio Malis, and Seung-Hyun Kong* Under review for IEEE Sensors journal,
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40
SwiftPCN: Fast, Implementation-Efficient, and Accurate Point Cloud Completion Network with Flexible Output Resolution Kevin Tirta Wijaya, Dong-Hee Paek, and Seung-Hyun Kong* Neurocomputing [SCIE, IF 6.5, JCR Top 17.9%], vol. 624, article 129387, April 2025
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39
Enhancing performance of 3D point completion network using consistency loss Kevin Tirta Wijaya, Christofel Rio Goenawan, and Seung-Hyun Kong* Neurocomputing [SCIE, IF 6.5, JCR Top 17.9%], vol. 618, article 129037, February 2025
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2024
38
See the Unseen: Grid-Wise Drivable Area Detection Dataset and Network Using LiDAR Christofel Rio Goenawan, Dong-Hee Paek, and Seung-Hyun Kong* Remote Sensing [SCIE, IF 4.2, JCR Top 26.4%], vol. 16, no. 20, article 3777, October 2024
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37
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling Kevin Tirta Wijaya†, Dong-Hee Paek†, and Seung-Hyun Kong* Remote Sensing [SCIE, IF 4.2, JCR Top 26.4%], vol.16, no. 11, article 1835, May 2024
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36
RTNH+: Enhanced 4D Radar Object Detection Network using Two-Level Preprocessing and Vertical Encoding Seung-Hyun Kong†*, Dong-Hee Paek†, and Sangyeong Lee IEEE Transactions on Intelligent Vehicles [SCIE, IF 14.0, JCR Top 2.7%], Early Access, pp. 1-14, July 2024
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35
BOC-FPDNet: BOC First arrival Path Detection in Multipath Channel for GNSS Positioning Sangjae Cho and Seung-Hyun Kong* IEEE Transactions on Intelligent Vehicles [SCIE, IF 14.0, JCR Top 1.8%], vol. 9, no. 9, pp. 5581-5594, September 2024
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2023
34
Stepped-Frequency Binary Offset Carrier Modulation for Global Navigation Satellite Systems Seung-Hyun Kong* IEEE Transactions on Aerospace and Electronic Systems [SCIE, IF 4.4, JCR Top 11.8%], vol. 59, no. 3, pp. 2733-2751, June 2023
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2022
33
The Autonomous Vehicles and Electronics Lab [ITS Research Lab] Yisheng Lv IEEE Intelligent Transportation Systems Magazine [SCIE, IF 5.293, JCR Top 20.9%], vol. 14, no. 4, pp. 246-250, 2022
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32
GPS First Path Detection Network based on MLP-Mixers Seung-Hyun Kong†, Sangjae Cho†, and Euiho Kim* IEEE Transactions on Wireless Communications [SCIE, IF 8.346, JCR Top 4.2%], vol. 21, no. 9, pp. 7764-7777, 2022
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31
Data-driven In-orbit Current and Voltage prediction using Bi-LSTM for LEO Satellite Lithium-ion Battery SOC estimation Seok-Teak Yun and Seung-Hyun Kong* IEEE Transactions on Aerospace and Electronic Systems [SCIE, IF 3.491, JCR Top 11.8%], vol. 58, no. 6, pp. 5292-5306, December 2022
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2021
30
Forecasting Methods of Battery Charge and Discharge Current Profile for LEO Satellites Seok-Teak Yun and Seung-Hyun Kong* Electronics [SCIE, IF 2.397, JCR Top 46.9%], vol. 10, no. 23, article 2999, December 2021
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29
Enhanced Off-Policy Reinforcement Learning with Focused Experience Replay Seung-Hyun Kong*, I Made Aswin Nahrendra, and Dong-Hee Paek IEEE Access [SCIE, IF 3.367, JCR Top 35.9%], vol. 9, pp. 93152-93164, May 2021
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2020
28
Design of High Efficiency Controller for Wide Input Range DC-DC Piezoelectric Transformer Converter Seok-Teak Yun and Seung-Hyun Kong* IEEE Access [SCIE, IF 3.745, JCR Top 34.8%], vol. 8, pp. 225650-225662, December 2020
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2019
27
Guest Editorial Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies Seung-Hyun Kong IEEE Transactions on Intelligent Transportation Systems [SCI, IF 5.744, JCR Top 7%], vol. 20, no. 10, pp. 3756-3770, October 2019
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26
IEEE Access Special Section Editorial: GNSS, Localization, and Navigation Technologies Seung-Hyun Kong IEEE Access [SCIE, IF 4.098, JCR Top 34.8%], vol. 7, pp. 131649-131652, September 2019
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25
Automatic Recognition of General LPI Radar Waveform using SSD and Supplementary Classifier Linh Manh Hoang, Minjun Kim, and Seung-Hyun Kong* IEEE Transactions on Signal Processing [SCI, IF 5.23, JCR Top 15.4%], vol. 67, no. 13, pp. 3516-3530, May 2019
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2018
24
Cooperative Positioning Technique with Decentralized Malicious Vehicle Detection Seung-Hyun Kong* and Sang-Yun Jun IEEE Transactions on Intelligent Transportation Systems [SCI, IF 4.051, JCR Top 7%], vol. 19, no. 3, pp.826-838, 2018
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23
Driver ECG Measuring System With a Conductive Fabric-Based Dry Electrode You-Jun Choi, Jae-Yeol Lee, and Seung-Hyun Kong* IEEE Access [SCIE, IF 3.557, JCR Top 34.8%], vol. 6, pp. 415-427, 2018
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22
Realization and Demonstration of Enhanced Korean High-speed Train Navigation System With Noise Filtering Schemes Hyunwoo Ko, Youngbo Shim, and Seung-Hyun Kong* International Journal of Control, Automation and Systems [SCIE, IF 2.173, JCR Top 46.72%], vol. 16, pp. 769-781, April 2018
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21
Automatic LPI Radar Wave form Recognition Using CNN Seung-Hyun Kong*, Minjun Kim, Linh Manh Hoang, and Eunhui Kim IEEE Access [SCIE, IF 3.557, JCR Top 34.8%], vol. 6, pp. 4207-4219, January 2018
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2017
20
High Sensitivity and Fast Acquisition Signal Processing Techniques for GNSS Receivers Seung-Hyun Kong IEEE Signal Processing Magazine [SCI . IF 9.654, JCR Top 5.6%], vol. 34, no. 5, pp. 59-71, September 2017
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2016
19
Driver Status Monitoring Systems for Smart Vehicles using Physiological Sensors Youjun Choi, Sang Ik Han, Seung-Hyun Kong*, and Hyunwoo Ko IEEE Signal Processing Magazine [SCI, IF 6.671, JCR Top 0.97%], vol. 33, no. 6, pp. 22-34, November 2016
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18
Error Analysis of the OTDOA from the Resolved First Arrival Path in LTE Seung-Hyun Kong* and Binhee Kim IEEE Transactions on Wireless Communications [SCI, IF 2.925, JCR Top 6.71%], vol. 15, no. 10, pp. 6598-6610, June 2016
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17
A Novel Indoor Positioning Technique using Magnetic Fingerprint Difference Binhee Kim and Seung-Hyun Kong* IEEE Transactions on Instrumentation & Measurement [SCI, IF 1.808, JCR Top 33.04%], vol. 65, no. 9, pp. 2035-2045, March 2016
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2015
16
GNSS Multipath-Resistant Cooperative Navigation in Urban Vehicular Networks Hyunwoo Ko, Binhee Kim, and Seung-Hyun Kong* IEEE Transactions on Vehicular Technology [SCI, IF 1.978, JCR Top 18.83%], vol. 64, no. 12, pp. 5450-5463, December 2015
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15
Low Computational Enhancement of STFT-based Parameter Estimation Binhee Kim, Seung-Hyun Kong*, and Suil Kim IEEE Journal of Selected Topics in Signal Processing [SCI, IF 2.373, JCR Top 16.67%], vol. 9, no. 8, pp. 1610-1619, December 2015
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14
SDHT for Fast Detection of Weak GNSS Signals Seung-Hyun Kong IEEE Journal on Selected Areas in Communications [SCI, IF 3.453, JCR Top 4.55%], vol. 33, no. 11, pp. 2366-2378, November 2015
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13
High-speed Train Navigation System based on Multi-sensor Data Fusion and Map Matching Algorithm Kwanghoon Kim, Sanghwan Seol, and Seung-Hyun Kong* International Journal of Control, Automation and Systems [SCIE, IF 0.954, JCR Top 64.66%], vol. 13, pp. 503-512, June 2015
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12
Slip and Slide Detection and Adaptive Information Sharing Algorithms for High-Speed Train Navigation System Kwanghoon Kim, Seung-Hyun Kong*, and Sang-Yun Jeon IEEE Transactions on Intelligent Transportation Systems [SCI, IF 2.377, JCR Top 16.27%], vol. 16, no. 6, pp. 3193-3203, April 2015
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2014
11
Analysis of Code Phase Estimation Error From Resolved First Arrival Path Seung-Hyun Kong IEEE Transactions on Aerospace and Electronic Systems [SCI, IF 1.394, JCR Top 5.36%], vol. 50, no. 4, pp. 2456-2467, October 2014
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10
Fast Multi-Satellite ML Acquisition for A-GPS Seung-Hyun Kong IEEE Transactions on Wireless Communications [SCI, IF 2.762, JCR Top 9.62%], vol. 13, no. 9, pp. 4935-4946, September 2014
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9
Two-Dimensional Compressed Correlator for Fast Acquisition of BOC(m, n) Signals Binhee Kim and Seung-Hyun Kong* IEEE Transactions on Vehicular Technology [SCI, IF 2.642, JCR Top 12.18%], vol. 63, no. 6, pp.2662-2672, July 2014
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8
Determination of Detection Parameters on TDCC Performance Binhee Kim and Seung-Hyun Kong* IEEE Transactions on Wireless Communications [SCI, IF 2.762, JCR Top 9.62%], vol. 13, no. 5, pp. 2422-2431, May 2014
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7
Design of FFT-based TDCC for GNSS Acquisition Binhee Kim and Seung-Hyun Kong* IEEE Transactions on Wireless Communications [SCI, IF 2.762, JCR Top 9.62%], vol. 13, no. 5, pp. 2798-2808, May 2014
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2013
6
Least-Squares-Based Iterative Multipath Super-Resolution Technique Wooseok Nam and Seung-Hyun Kong* IEEE Transactions on Signal Processing [SCI, IF 2.813, JCR Top 10.08%], vol. 61, no. 3, pp. 519-529,, Feb 2013
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5
Two-Dimensional Compressed Correlator for Fast PN Code Acquisition Seung-Hyun Kong* and Binhee Kim IEEE Transactions on Wireless Communications [SCI, IF 2.418, JCR Top 8.33%], vol. 12, no. 11, pp. 5859-5867, December 2013
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4
A Deterministic Compressed GNSS Acquisition Technique Seung-Hyun Kong IEEE Transactions on Vehicular Technology [SCI, IF 2.063, JCR Top 13.46%], vol. 62, no. 2, pp. 511-521, February 2013
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2011
3
Statistical Analysis of Urban GPS Multipaths and Pseudo-Range Measurement Errors Seung-Hyun Kong IEEE Transactions on Aerospace and Electronic Systems [SCI, IF 0.917, JCR Top 16.07%], vol. 47, no. 2, pp. 1101-1113, April 2011
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2010
2
A-GNSS Sensitivity for Parallel Acquisition in Asynchronous Cellular Networks Seung-Hyun Kong* and Woo seok Nam IEEE Transactions on Wireless Communications [SCI, IF 1.903, JCR Top 14.94%], vol. 9, no. 12, pp. 3770-3778, December 2010
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2009
1
TOA and AOD Statistics for Down Link Gaussian Scatterer Distribution Model Seung-Hyun Kong IEEE Transactions on Wireless Communications [SCI, IF 2.181, JCR Top 15.67%], vol. 8, no. 5, pp. 2609-2617, May 2009
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