(2024~2025) University of California at Berkeley, Visiting Scholar
(2024~2025) 한양대학교 산업과학연구소, Postdoctoral Researcher
IEEE Control System Society Member
IEEE Intelligent Transportation Systems Society Member
주요연구분야
시스템 제어 (System Control)
자율주행 (Autonomous Driving)
데이터 기반 제어 (Data-driven Control)
비선형 시스템 식별 (Nonlinear System Identification)
논문
수요반응 시장 참여 유형에 따른 전기차 기반 V2G 시스템의 경제적 효과 분석, 전기학회논문지, 2025.
강화학습을 사용한 도달 가능 집합 기반 자동 수직 주차 경로 계획, 제어.로봇.시스템학회 논문지, 2025.
J. S. Kim, and C. C. Chung, “H2Optimal Sliding Hyperplane Design of Discrete-time Integral Sliding ModeControl for Automated Driving Vehicles,” IEEE Transactions on IndustrialInformatics. IEEE, 2025.
J. S. Kim, Y. S. Quan, C. C.Chung and W. Y. Choi, “K-SMPC: Koopman Operator-Based Stochastic ModelPredictive Control for Enhanced Lateral Control of Autonomous Vehicles,” IEEEAccess. 2025.
Y. W. Jeong, C. C. Chung, J. S.Kim, and W. Y. Choi, “Robust Variable Gain-Proportional Integral back-EMFEstimator for Current Measurement Noise and Position Sensorless Control ofSPMSM,” IEEE Journal of Emerging and Selected Topics in Power Electronics.IEEE, 2024.
Y. S. Quan, J. S. Kim, and C.C. Chung, “Robust Adaptive Cruise Control Design Using Model Predictive Control,IEEE Transactions on Intelligent Vehicles,” 2024.
J. S. Kim, and C. C. Chung,“Introduction to Koopman Operator in Modeling and Control of Dynamic Systems,”Journal of Institute of Control, Robotics and Systems, vol. 30, No. 4, pp.373-382, 2024.
J. W. Seo, J. S. Kim, J. H.Yang, and C. C. Chung, “A Spatiotemporal Deep Learning Architecture for RoadSurface Classi cation Using LiDAR in Autonomous Emergency Braking Systems,”IEEE Access, vol. 11, pp. 114550-114561, 2023.
J. S. Kim, Y. S. Quan, and C.C. Chung, “Koopman Operator-based Model Identication and Control for AutomatedDriving Vehicle,” International Journal of Control, Automation, and Sys tems,vol. 21, No. 8, pp. 2431-2443, 2023.
Y. S. Quan, J. S. Kim, S.-H.Lee, and C. C. Chung, “Tube-based Control Barrier Function with IntegralQuadratic Constraints for Unknown Input Delay,” IEEE Control Systems Letters,vol. 7, pp. 1730-1735, 2023.
J. S. Kim, and C. C. Chung,“Data-driven modeling of automated vehicles: koopman operator approach and its application,”Journal of Institute of Control, Robotics and Systems, vol. 28, No. 11, pp.1038-1044, 2022.
Y. S. Quan, J. S. Kim, and C.C. Chung, “Linear parameter varying models based gain-scheduling control forlane keeping system with parameter reduction,” IEEE Transactions on IntelligentTransportation Systems, vol. 23, No. 11, pp. 20746-20756, 2022.
Y. S. Quan, J. S. Kim, and C.C. Chung, “Robust control for lane keeping system using a linear parametervarying approach with scheduling variables reduction,” International Journal ofControl, Automation and Systems, vol. 20, No. 7, pp. 2097-2106, 2022.
J. W. Seo, D. J. Kim, J. S.Kim, and C. C. Chung, “LPV H2 state feedback controller for automated parkingsystem,” IEEE Control Systems Letters, vol. 6, pp. 572-577, 2021.
D.J. Kim, J. S. Kim, J.H.Yang,S.C.Kee, and C.C.Chung, “Lane change intention classication of surroundingvehicles utilizing open set recognition,” IEEE Access, vol. 9, pp. 57589-57602,2021.
S. W. Kim, Y. W.Jeong, J. S. Kim, S.-H. Lee, and C.C. Chung, “Estimation of vertical load variation on a tire using unscentedkalman lter,” Transactions of the Korean Society of Automotive Engineers, vol.28, no. 1, pp. 43-52, 2020.
수상실적
Outstanding Student Paper Award at 2022 International Conference on Control, Automation and Systems
HY-Innovation Awards at Hanyang University Technology Commercialization Center
특허 및 지적재산권
T. W. Park, C. S. An, C. C. Chung, J. S. Kim, Y. S. Quan, “Apparatus for estimating motion of vehicle occupant and method therefor,” Apr. 24, 2025, Patent Application No. 18/671504, US Patent.
T. W. Park, C. S. An, C. C. Chung, J. S. Kim, Y. S. Quan, “Apparatus and method for controlling vehicle using motion sickness model,” Apr. 10, 2025, Patent Application No. 18/791682, US Patent.
C. C. Chung, I. H. Oh, J. W. Seo, J. S. Kim, “Method and Device for generating reachable set-based parking route,” Oct. 20, 2023, Application Patent No. 10-2023-0141506, Korea Patent.
T. W. Park, C. S. An, C. C. Chung, J. S. Kim, Y. S. Quan, “Apparatus for estimating motion of vehicle occupants and method thereof,” Oct. 18, 2023, Application Patent No. 10-2023-0139657, Korea Patent
T. W. Park, C. S. An, C. C. Chung, J. S. Kim, Y. S. Quan, “Apparatus and method for controlling vehicle,” Oct. 6, 2023, Application Patent No. 10-2023-0133517, Korea Patent.
T. W. Park, C. S. An, C. C. Chung, J. S. Kim, Y. S. Quan, H. J. Hong, “Vehicle motion sickness reduction system using motion estimation and motion sickness reduction method,” Feb. 2, 2023, Application Patent No. 10-2023-0014366, Korea Patent.
I. J. Um, J. H. Kang, J. Park, and M. D. Kim, C. C. Chung, S.-H. Lee, D. J. Kim, J. S. Kim, “Road surface recognition apparatus, vehicle having the same, and method of controlling vehicle,” Mar. 17, 2022, Patent No. US12214775B2, US Patent.
J. W. Seo, J. S. Kim, D. J. Kim, and C. C. Chung, “Method and apparatus for classifying road surface conditions by area of driving roads using artificial neural network,” July 20, 2021, Granted Patent No. 10-2403178, Korea Patent.
S. H. Chung, J. S. Kim, D. J. Kim, and C. C. Chung, “Method and apparatus for determining the possibility of collision of a driving vehicle using an artificial neural network,” July 20, 2021, Granted Patent No. 10-2602271, Korea Patent.
J. S. Kim, J. Y. Choi, and C. C. Chung, “Lane estimation method and apparatus using deep neural network,” June 30, 2020, Granted Patent No. 10-2427366, Korea Patent.
J. S. Kim, D. J. Kim, I. J. Um, J. H. Kang, J. H. Park, M. D. Kim, S.-H. Lee, and C. C. Chung, “Vehicle and method for controlling the vehicle,” September 11, 2020, Application Patent No. 10-2020-0116952, Korea Patent.
J. S. Kim, D. J. Kim, and C. C. Chung, Road classication method and apparatus, September 11, 2020, Application Patent No. 10-2019-0099773, Korea Patent.