Peer-reviewed Journal Papers (저널 논문)
Chi Yeong Heo, Jun Seo, Yonggang Kim, Yohan Kim, Taewoon Kim*, "Estimated Tardiness-based Reinforcement Learning Solution to Repeatable Job-Shop Scheduling Problems," Processes, vol 13, no. 1, pp. 1-- 33, Dec. 2024.
Aravindh Balaraman, Shigeo Shioda,Yonggang Kim,Yohan Kim, and Taewoon Kim*, "Efficient User Pairing and Resource Optimization for NOMA-OMA Switching Enabled Dynamic Urban Vehicular Networks," Electronics, vol 12, no. 23, pp. 1--25, Dec. 7, 2024.
Tesfahunegn Minwuyelet Mengistu, Jenn-Wei Lin*, Po-Hsien Kuo, and Taewoon Kim, "Optimal Model Transfer and Dynamic Parameter Server Selection for Efficient Federated Learning in IoT-Edge Systems with Non-IID Data, IEEE Access," vol. 12, pp. 157954--157974.
Junyoung Kim, Uhyeong Jo, Taewoon Kim*, Soyi Jung*, and Joongheon Kim*, Sensing-to-Sky Intermittent Connectivity Realization for LTE-Enabled Drone Platforms: Embedded Design, Measurement Study, and Positioning Applications, IEEE Access, vol. 12, pp. 137360--137382, Sept. 2024.
Avilia Kusumaputeri Nugroho and Taewoon Kim*, "Traffic-aware intelligent association and task offloading for multi-access edge computing," Electronics, vol. 13, no. 16, pp. 1--24, Aug. 2024.
천주희, 장은서, 장인성, 정희영, 김형철, 김태운*, "머신러닝 기반 다중운집 인파 밀집도 예측 및 실시간 위치 추적 시스템 개발," 한국차세대컴퓨팅학회 논문지, vol. 20, no. 2, pp. 39--55, Apr. 19, 2024.
Minsung Kim, Byung Il Kwak, Jong-Uk Hou and Taewoon Kim*, "Robust long-term vehicle trajectory prediction using link projection and situation-aware Transformer," MDPI Sensors, accepted for publication. [SCIE]
장인성, 정희영, 김태운*, "저비용 드론을 이용한 딥러닝 기반 콘크리트 건축물 안전진단 자동화 시스템," 한국차세대컴퓨팅학회 논문지, vol. 20, no. 1, pp. 94--113, Feb. 19, 2024.
Tesfahunegn Minwuyelet Mengistu, Taewoon Kim*, Jenn-Wei Lin, "A Survey on Heterogeneity Taxonomy, Security and Privacy Preservation in the Integration of IoT, Wireless Sensor Networks and Federated Learning," MDPI Sensors, vol. 24, no. 3, pp. 1--49, Feb. 2024. (doi) [SCI(E)]
N. Kim, A. Balaraman, K. Lee, and Taewoon Kim*, "Multi-Step Peak Power Forecasting with Constrained Conditional Transformer for a Large-Scale Manufacturing Plant," IEEE Access, vol. 11, pp. 136692-136705, Dec. 2023. (doi) (pISSN: 2169-3536) (eISSN: 2169-3536) [SCI(E)]
Avilia Kusumaputeri Nugroho, Shigeo Shioda, Taewoon Kim*, "Optimal Resource Provisioning and Task Offloading for Network-Aware and Federated Edge Computing," MDPI Sensors, vol. 23, no. 22, pp. 1-22, Nov. 2023. (doi) (ISSN 1424-8220) [SCI(E)]
Taewoon Kim, J.-W. Lin*, and C.-T. Hsieh, "Delay and QoS Aware Low Complex Optimal Service Provisioning for Edge Computing," IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 1169--1183, Jan. 2023 (Early Access: Sept. 2022). (doi) (Print ISSN: 0018-9545)(Online ISSN: 1939-9359) [SCI]
박건형, 조성윤, 신재성, 박종건, 양현규, 김태운*, "SLAM 및 OCR을 이용한 자율 주행 기반 라스트 마일 배송 시스템 설계 및 구현," 한국통신학회 논문지(J-KICS), vol. 47, no. 11호, pp. 1884--1894, Nov. 2022.
김태운*, "컨테이너 기반의 모바일 엣지 컴퓨팅을 위한 무중단 서비스 이관 시스템 구현," accepted, 한국통신학회 논문지(J-KICS), vol. 47, no. 4, pp. 690--699, Apr., 2022.
Taewoon Kim, Motassem Al-Tarazi, Jenn-Wei Lin, and Wooyeol Choi*, "Optimal Container Migration for Mobile Edge Computing: Algorithm, System Design and Implementation," IEEE Access, vol. 9, pp. 158074--158090, Nov. 2021.
Gyu Seong Yeom, In-ho Song, Shrikant Dashrath Warkad, Pramod B. Shinde, Taewoon Kim, Seong-min Park, Satish Balasaheb Nimse*, "Development of a novel benzimidazole-based probe and portable fluorimeter for the detection of cysteine in human urine," Biosensors, vol. 11, no. 11, pp. 1--15, Oct. 2021.
이선홍, Ekaterina Ivanova, 김태운*, "환경인지형 자동화 N-스크린 디스플레이 시스템 설계 및 개발," 한국차세대컴퓨팅학회 논문지, vol. 17, no. 5, pp.7--20, 2021.10.
R. T. Rodoshi, Taewoon Kim, and W. Choi*, "Fuzzy Logic and Accelerated Reinforcement Learning-based User Association for Dense C-RANs," IEEE Access, vol. 9, pp. 117910-- 117924, Aug. 2021.
Taewoon Kim* and Daji Qiao, "Energy-Efficient Data Collection for IoT Networks via Cooperative Multi-Hop UAV Networks, " IEEE Transactions on Vehicular Technology, vol. 69, no. 11, pp. 13796--13811, Nov. 2020.
Chiwoo Cho, Wooyeol Choi and Taewoon Kim*, "Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices," Sensors, vol. 20, no. 16, pp. 4603--4619, Aug. 2020.
Rehenuma Tasnim Rodoshi, Taewoon Kim, Wooyeol Choi*, "Resource Management in Cloud Radio Access Network: Conventional and New Approaches," Sensors, vol. 20, no. 9, pp. 1-32, May 2020.
정다빈, 정준혁, 황석승, 변재영, 고낙용, 김태운, "Invariant EKF를 사용한 자율 이동체의 SLAM 개선," 한국전자통신학회 논문지, vol. 15, no. 2, pp. 237--244, 2020.04.
Taewoon Kim, Chanjun Chun, and Wooyeol Choi*, "Optimal User Association Strategy for Large-Scale IoT Sensor Networks with Mobility on Cloud RANs," Sensors (Special Issue: Emerging IoT Technologies for Smart Environments), vol. 19, no. 20, pp. 1-19, Oct. 2019.
Taewoon Kim* and J. Morris Chang, "Profitable and Energy-Efficient Resource Optimization for Heterogeneous Cloud-based Radio Access Networks," IEEE Access, vol. 7, no. 1, pp. 34719-34737, Mar. 2019.
Taewoon Kim* and J. Morris Chang, "QoS-aware energy efficient association and resource scheduling for HetNets," IEEE Transactions on Vehicular Technology, vol. 67, no. 1, pp. 650-664, Jan. 2018.
Taewoon Kim* and J. Morris Chang, "Enhanced Power Saving Mechanism for large-scale 802.11ah wireless sensor networks," IEEE Transactions on Green Communications and Networking, vol. 1, no. 4, pp. 516-527, Dec. 2017.
Taewoon Kim and Wooyeol Choi, Seungjae Baek, and Myeong-Ho Lee, "Optimal cooperative retransmission and rate control on wireless networks," Journal of Advanced Research in Dynamical and Control Systems, 08-Special Issue, pp. 15-25, 2017.
Taewoon Kim and Wooyeol Choi, "Secure cooperative sensing scheme for cognitive radio networks," The Journal of Korean Institute of Communications and Information Sciences, vol. 41, no. 8, pp. 877-889, August 2016.
Taewoon Kim, Jaeseon Hwang, and Hyuk Lim, "Distributed semi-synchronous channel coordination for multi-channel wireless networks," Elsevier Ad Hoc Networks, vol. 11, no. 1, pp. 368-382, January 2013.
Jaeseon Hwang, Taewoon Kim, Jungmin So, and Hyuk Lim, "A receiver-centric multi-channel MAC protocol for wireless networks," Elsevier Computer Communications, vol. 36, no. 4, pp. 431-444, February 2013.
Wooyeol Choi, Taewoon Kim, Daeyoung Park, Heung-No Lee, and Hyuk Lim, "Coordinating transmit power and carrier phase for wireless networks with multi-packet reception capability," EURASIP Journal on Wireless Communications and Networking, vol. 2013, no. 1, pp. 1-10, January 2013.
Taewoon Kim, Wooyeol Choi, and Hyuk Lim, "Implementation and empirical evaluation of indoor localization in IEEE 802.15.4 network," The Journal of Korean Institute of Communications and Information Sciences, vol. 35, no. 1, pp. 162-175, January 2010 (in Korean).