Smart CPS Lab.

International

• Young-Jin Kim, Hanjin Kim and Won-Tae Kim, "Federated Digital Twins: A scheduling approach based on Temporal Graph Neural Network and Deep Reinforcement Learning," IEEE Access, 2024. (IF 3.4 JCR 34.4%)
• Deun-Sol Cho, Jae-Min Cho and Won-Tae Kim, "Guided Deep Reinforcement Learning Framework using Automated Curriculum scheme for Accurate Motion Planning," ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, Accepted (IF 7.5 JCR 2.5%)
• Deun-Sol Cho, Jae-Min Cho and Won-Tae Kim, "A Generative Digital Twin for Continually Enhancing the Intended Functional Safety of Cyber-Physical Systems," IEEE transactions on Reliability, Accepted (IF:5.0 JCR 9.5%)
• Hanjin Kim, Young-Jin Kim and Won-Tae Kim, "Cross-Technology Interference-Aware Rate Adaptation in Time-Triggered Wireless Local Area Networks," Appl. Sci., 2025. (IF 2.5 JCR 17%)

Domestic

International

• Jangsu Ahn, Seongjin Yun, Jin-Woo Kwon and Won-Tae Kim, "Literacy-DRL based Federated Digital Twin Scheduling for the Software-defined Factory," Electronics, 13(22), 2024 (IF:2.6 JCR 44.3%)
• Seong-Jin Yun, Jin-Woo Kwon, Young-Hun Lee, Jae-Heon Kim, and Won-Tae Kim, "A Learner-Centric Explainable Educational Metaverse for Cyber-Physical Systems Engineering," Electronics, 13(17), 2024. (IF:2.6 JCR 44.3%)
• Young-Jin Kim, Hanjin Kim, Beomsu Ha and Won-Tae Kim, "Advanced Fire Emergency Management Based on Potential Fire Risk Assessment with Informative Digital Twins," Automation in Construction, 167, 2024. (IF:9.6 JCR 0.3%)
• Hanjin Kim, Young-Jin Kim and Won-Tae Kim, "Deep Reinforcement Learning-Based Adaptive Scheduling for Wireless Time-Sensitive Networking," Sensors, 24(16), 2024. (IF:3.4 JCR 30.9%)
• Gill-Jong Shin, Seongjin Yun and Won-Tae Kim, "A Novel Policy Distillation With WPA-Based Knowledge Filtering Algorithm for Efficient Industrial Robot Control," IEEE Access, 2024. (IF 3.4 JCR 34.4%)
• Hanjin Kim, Young-Jin Kim and Won-Tae Kim, "Cross-Technology Interference Aware Link Adaptation in Time-Triggered WLANs," IEEE Access, 2024. (IF 3.4 JCR 34.4%)

Domestic

• 김한진, 김관혁, 하범수, 김주영, 심성준, 구지훈 and 김원태, "생체모방로봇 소프트웨어 검증 지원 다중 HILS 기반 로봇 테스트베드 설계 및 구현," 정보처리학회논문지, 13(6), 2024.

International

• Seong-Jin Yun, Deun-Sol Cho, Hanjin Kim, Hyeong-su Kim and Won-Tae Kim, "An intelligence-defined networking architecture with importance-based network resource control," IEEE Internet of Things Journal, 10(4), 2023. (IF:8.2 JCR 3.4%)
• Hanjin Kim, Young-Jin Kim and Won-Tae Kim, "Multitask Learning-Based Deep Signal Identification for Advanced Spectrum Sensing," Sensors, 23(24), 2023. (IF:3.4 JCR 30.9%)

Domestic

• 김관혁, 김한진, 권준형, 하범수, 허석행, 구지훈, 손호정 and 김원태. "군집 로봇의 임무 검증 지원을 위한 디지털 트윈 기반 통신 최적화 기법," 정보처리학회논문지, 12(1), 2023.
• 권준형, 조든솔, 윤성진, 최정호, 김원현 and 김원태, "산업형 메타버스의 현재와 미래," 한국통신학회지 (정보와통신), 41(1), 2023.

International

• Seong-Jin Yun, Jin-Woo Kwon and Won-Tae Kim, "A Novel Digital Twin Architecture with Similarity-Based Hybrid Modeling for Supporting Dependable Disaster Management Systems," Sensors, 22(13), 2022. (IF:3.9 JCR 29.4%)
• Jin-Woo Kwon, Seong-Jin Yun and Won-Tae Kim, "A Semantic Data-based Distributed Computing Framework to Accelerate Digital Twin Services for Large-scale Disasters," Sensors, 22(18), 2022. (IF:3.9 JCR 29.4%)
• Seokjoon Hong, Shengmin Cui, Hoyeon Hwang, Inwhee Joe and Won-Tae Kim, "Personalized Energy Consumption Prediction of CAEVs With Personal Driving Cycle Selection," IEEE ACCESS, 10, 2022. (IF:3.9 JCR 36.2%)
• Young-Jin Kim and Won-Tae Kim, "Uncertainty Assessment-based Active Learning for Reliable Fire Detection Systems," IEEE ACCESS, 10, 2022. (IF:3.9 JCR 36.2%)

Domestic

International

• Sanguk Ryu, Inwhee Joe and Won-Tae Kim, "Intelligent Forwarding Strategy for Congestion Control Using Q-Learning and LSTM in Named Data Networking," Mobile Information Systems, 2021. (IF:1.863 JCR 76.88%)
• Young-Jin Kim, Hanjin Kim, Seunggi Lee and Won-Tae Kim, "Trustworthy Building Fire Detection Framework with Simulation-based Learning," IEEE ACCESS, 2021. (IF:3.476 JCR 37.86%)

Domestic

• 김영진, 김한진, 조든솔, 윤성진, 권진우 and 김원태, "디지털 트윈 소프트웨어 아키텍처와 개발 사례," 한국컴퓨터통신연구회(S&TR) 저널, 34(1), 2021.
• 김동연, 윤성진, and 김원태, "컴퓨팅 부하 예측 DNN 모델 기반 디지털 트윈 소프트웨어 개발 프레임워크," 방송공학회논문지, 26(4), 2021.

International

• Seokjoon Hong, Ducsun Lim, Inwhee Joe and Won-Tae Kim, "F-DCS: FMI-Based Distributed CPS Simulation Framework with a Redundancy Reduction Algorithm," Sensors, 20(252), 2020. (IF:3.576 JCR 21.09%)

Domestic

• 경동구, 조인휘, and 김원태, "실시간 Co-Simulation을 위한 FMI 기반 시간관리 기법," 전기전자학회논문지, 24(2), 2020.
• 윤성진, 김영진, 조든솔 and 김원태, "자율형 물리시스템을 위한 디지털 트윈 기술," 한국통신학회지(정보와통신), 37(7), 2020.

International

• Jun-Hong Park, Seunggi Lee, Seong-Jin Yun, Hanjin Kim and Won-Tae Kim, "Dependable fire detection system with multifunctional artificial intelligence framework," Sensors, 19(9), 2019. (IF:3.275 JCR 22.66%)

Domestic

• 윤성진, 김한진, 신현엽, 진회승 and 김원태, "제조 클라우드 CPS를 위한 oneM2M 기반의 플랫폼 참조 모델," 정보처리학회논문지, 8(2), 2019.
• 최수호, 조인휘 and 김원태, "NDN 기반 드론 네트워크의 데이터 사전 캐싱 기법," 전기전자학회논문지, 23(4), 2019.
• 홍석준, 임덕선, 김원태 and 조인휘, "FMI 기반 co-simulation에서 step size control을 위한 Markov chain을 사용한 예측 방법," 전기전자학회논문지, 23(4), 2019.

International

• Hyeong-Su Kim, Seong-Jin Yun, Hanjin Kim, Heonyeop Shin and Won-Tae Kim, "An Efficient SDN Multicast Architecture for Dynamic Industrial IoT Environments," Mobile Information Systems, 2018. (IF:1.635 JCR 65.34%)
• Hanjin Kim, Heonyeop Shin, Hyeong-Su Kim and Won-Tae Kim, "VR-CPES: A Novel Cyber-Physical Education Systems for Interactive VR Services Based on a Mobile Platform," Mobile Information Systems, 2018. (IF:1.635 JCR 65.34%)
• Jun-Hong Park, Hyeong-Su Kim and Won-Tae Kim, "DM-MQTT: An Efficient MQTT Based on SDN Multicast for Massive IoT Communications," Sensors, 18(9), 2018. (IF:3.031 JCR 23.67%)

Domestic

• 김한진, 이승기 and 김원태, "IoT 기반 스마트 냉장고 시스템," 전기전자학회논문지, 22(1), 2018.
• 이승기, 권용수, 박지수, 윤성진 and 김원태, "딥 러닝 알고리즘을 활용한 뇌파 분석 기반 졸음운전 사고예방 시스템," 전자공학회논문지, 55(3), 2018.
• 신현엽, 임효균 and 김원태, "전력 소모 절감을 위한 딥 러닝기반의 지능형 그린 하우스 제어 시스템," 전기전자학회논문지, 22(1), 2018.
• 홍석준, 조인휘 and 김원태, "OMG DDS 미들웨어를 이용한 FMI기반 실시간 CPS 분산 시뮬레이션 프레임워크," 전기전자학회논문지, 22(1), 2018.
• 김다올, 조인휘 and 김원태, "대규모 분산 시뮬레이션 환경을 위한 실시간성지원 DDS/SDN 통합 아키텍쳐," 전기전자학회논문지, 22(1), 2018.
• 이승기, 윤성진, 김한진 and 김원태, "H-DsM: 하이브리드 시스템 검증을 위한 HILS 지원 분산 시뮬레이션 미들웨어," 전기전자학회논문지, 22(4), 2018.
• 조든솔, 정세열, 김형수, 이승기 and 김원태, "3D 자동차 시뮬레이터 기반 상호작용형 ADAS 개발 및 검증 프레임워크," 전기전자학회논문지, 22(4), 2018.

International

Domestic

• 장준영, 이강운, 김영진 and 김원태, "S-FDS: 퍼지로직과 딥러닝 통합 기반의 스마트 화재감지 시스템. 전자공학회논문지," 54(4), 2017.
• 노아영, 김영준, 김형수 and 김원태, "인공지능을 활용한 다중 생체신호 분석 기반 스마트 감정 관리 시스템," 전기전자학회논문지, 21(4), 2017.

International

Domestic

• 김원태 and 박승민, "SIA-LVC: 데이터 중심 미들웨어 기반 확장성 있는 국방 L-V-C 훈련체계 연동 아키텍쳐," 정보처리학회논문지, 5(11), 2016.
• 홍석준, 이우엽, 조인휘 and 김원태, "국방 훈련체계용 가상물리시스템 시간 동기화 기법," 한국통신학회지(정보와통신), 41(12), 2016.