Education & Experience

Education

• Ph.D. in Electrical and Computer Engineering, Iowa State University, USA, Aug. 2018

  • Advisers: Dr. Jien Morris Chang @ USF and Dr. Daji Qiao at ISU

• M.S. in Information and Communication, Gwangju Institute of Science and Technology, Republic of Korea, Feb. 2010

  • Adviser: Dr. Hyuk Lim (now with KENTECH/한국에너지공과대학교)

• B.S. in Computer Science and Engineering, Pusan National University, Republic of Korea, Feb. 2008

  • Adviser: Dr. Sang-Hwa Chung

Experience

• 2024.09~Present  | 부산대학교(PNU) 정보의생명공학대학 정보컴퓨터공학부(CSE) 부교수(Associate Prof.)

• 2022.09~2024.08 | 부산대학교(PNU) 정보의생명공학대학 정보컴퓨터공학부(CSE) 조교수(Assistant Prof.)

• 2018.09~2022.08 | 한림대학교(Hallym Univ.) 소프트웨어학부(SW) 조교수(Assistant Prof.)

• 2010.03~2013.04 | 한국정보통신기술협회(Telecommunications Technology Association), 소프트웨어시험인증연구소, 연구원(Researcher)

Research Interests

• Wireless networks

  • Distributed and cooperative networking systems.

  • Wireless ad hoc (incl. IEEE 802.11x), sensor (incl. IEEE 802.15.4) and cognitive radio networks.

  • Beyond-4G and 5G cellular networking technologies, e.g., HetNet and Cloud-RAN (radio access networks).

  • Internet of Things (IoT), unmanned aerial vehicular (UAV)-assisted wireless networks

  • Network modeling, protocol design, simulation and performance analysis/optimization.

• Mathematical optimization

  • Linear programming, (non-)convex optimization, stochastic programming and integer/binary optimization

• Etc.

  • Distributed reinforcement learning

  • Intelligent agent identification (on the self-driving application)

  • Data privacy in deep learning

<Ongoing Research Domain>

• Communications and Network

  • Energy-efficient data collection for IoT over multi-hop unmanned aerial vehicular (UAV) networks, under review.

  • Dynamic RRH on/off scheme for interference mitigation and power saving on C-RAN.

  • UAV-assisted NOMA

  • SDN on Mininet

• IoT : sensing, measurement, coverage, etc.

  • GPS-assisted surveillance network (IoT monitoring application)

  • Reinforcement learning based wireless network resource allocation

  • RF-based indoor localization (using Wi-Fi)

  • Autonomous vehicles with V2X communications

  • Distributed, edge computing

• (mobile, multi-access) Edge Computing

  • VS, HS, auto-scaling

  • task offloading

• Others

  • Self-Driving AI and detection

Publications 

(* : corr. author, 교신저자)

• Accepted

  1. ..

• Under REVISION

  1. ..

• Under REVIEW

  1. NOMA , Chiba (ACK: n/a)

  2. Survey : ML for wireless PHY (ACK: ITRC/AIoT, AI대학원)

• Manuscript in PREParation

  1. Kubernetes + LB, 링샤오/저우양 (ACK: ? + ?)

  2. Survey-RL by Roland and Tess (ACK: ITRC/AIoT, ??)

  3. Federated Learning & Device Selection (Tess) (SCIE) (ACK: ??)

  4. Extended paper of CSNDSP'24 (Prof. S. Shioda), planned to submit by Dec. 31st to XXX/Emerging SCI Journal (ACK: None)

  5. 낙상탐지 / 캡스톤 / 국내저널(KINGPC) / ACK: ? + ?

  6. OpenWRT 모니터링 / 캡스톤 / 국내저널(KINGPC) / ACK: ? + ?

  7. 클라우드 보안 EDoS / 캡스톤 / 국내저널(KINGPC) / ACK: ITRC/클라우드 + ?

• Research in PROGress

  1. YoYo attack defense (ITRC/클라우드, AI대학원)

  2. Intelligent resp. time comp. for QoS (delay) min. (Lin Xiao, KICS/KINGPC/ENG) (ACK: 연구재단/기초연구실, AI대학원)

  3. RL, edge computing & domain adaptation (Avil) (SCIE) (ACK: 연구재단/기초연구실, ITRC/클라우드)

  4. NOMA / RL (Aravindh) (SCIE) (ACK: ?)

  5. Driver identification (HyunChul)

  6. Yard Opt w/ hRL (Roland)

  7. Job shop scheduling (another)

• Journal Papers (*: corresponding author)

  1. 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. (SCIE) (doi) (url) (ISSN: 2227-9717) (ACK: AI대학원, ITRC/클라우드)

  2. 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. [SCIE, I/F: 2.6 (2023)] (doi) (ISSN: 2079-9292) (ACK: 연구재단/기초연구실, AI대학원)

  3. 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, Oct. 2024. (doi) (ISSN: 2169-3536) (ACK: Taiwan/Dr.Lin, ITRC/AIoT)

  4. 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. (doi) (ISSN: 2169-3536) [SCIE] (ACK: Other)

  5. 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. (doi) (ISSN: 2079-9292) [SCIE, I/F: 2.6 (2023)] (ACK: PNU 2-Year Research Grant)

  6. 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. (doi) (pISSN:1975-681X) [KCI] (ACK: 연구재단/기초연구실, ITRC/클라우드)

  7. Minsung Kim, Byung Il Kwak, Jong-Uk Hou and Taewoon Kim*, "Robust long-term vehicle trajectory prediction using link projection and situation-aware Transformer," Sensors, vol. 24, no. 8, pp. 1--17, Apr. 9, 2024. (doi) (ISSN 1424-8220) [SCIE, I/F: 3.4 (2023)] (ACK: 연구재단/기초연구실, ITRC/클라우드)

  8. 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. (doi) (pISSN:1975-681X) [KCI] (ACK: 연구재단/기초연구실, ITRC/AIoT)

  9. 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," Sensors, vol. 24, no. 3, pp. 1--49, Feb. 1, 2024. (doi) (ISSN 1424-8220) [SCI(E)] (Editor's Choice Article : Twitter, LinkedIn, Facebook) (ACK: 연구재단/기본연구, 연구재단/기초연구실)

  10. 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), I/F: 3.4 (2023)] (ACK: 연구재단/기본연구, 연구재단/기초연구실)

  11. Avilia Kusumaputeri Nugroho, Shigeo Shioda, and Taewoon Kim*, "Optimal Resource Provisioning and Task Offloading for Network-Aware and Federated Edge Computing," Sensors, vol. 23, no. 22, pp. 1--22, Nov. 2023. (doi) (ISSN 1424-8220) [SCI(E)] (ACK: 연구재단/기본연구 + 부산대/연구정착) (url)

  12. 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] (ACK: 연구재단/기본연구 + 대만/other)

  13. 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. 11, pp. 1884--1894, Nov. 2022. (doi) (pISSN: 1226--4717, eISSN: 2287-3880) [KCI, SCOPUS(23.12.28)] (ACK: 연구재단/기본연구]

  14. 김태운*, "컨테이너 기반의 모바일 엣지 컴퓨팅을 위한 무중단 서비스 이관 시스템 구현," 한국통신학회 논문지(J-KICS), vol. 47, no. 4, pp. 690--699, Apr., 2022. (doi) (pISSN: 1226-4717, eISSN: 2287-3880) [KCI, ACK: 연구재단/기본연구]

  15. 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. (doi) (ISSN: 2169-3536) [SCI(E)] (ACK: 한림대)

  16. 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. (doi) (ISSN: 2079-6374) [SCI(E)]

  17. 이선홍, Ekaterina Ivanova, 김태운*, "환경인지형 자동화 N-스크린 디스플레이 시스템 설계 및 개발," 한국차세대컴퓨팅학회 논문지, vol. 17, no. 5, pp.7--20, 2021.10. (article-link)(doi) (pISSN: 1975-681X) [KCI] (ACK: 연구재단/기본연구)

  18. 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. (doi) (ISSN: 2169-3536)  [SCI(E)]

  19. 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. (doi) (Print ISSN: 0018-9545, Online ISSN: 1939-9359)  [SCI(E)] (ACK: 한림대)

  20. 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. (doi) (ISSN 1424-8220).  [SCI(E)] (ACK: 한림대)

  21. 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. (doi)(ISSN 1424-8220)  [SCI(E)]

  22. 정다빈, 정준혁, 황석승, 변재영, 고낙용, 김태운, "Invariant EKF를 사용한 자율 이동체의 SLAM 개선," 한국전자통신학회 논문지, vol. 15, no. 2, pp. 237--244, 2020.04. (ISSN: 1975-8170) [KCI]

  23. 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. (doi) (ISSN 1424-8220)  [SCI(E)]

  24. 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. (doi) (ISSN: 2169-3536)  [SCI(E)]

  25. 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. (doi) (ISSN: 0018-9545)  [SCI(E)]

  26. 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. (doi) (ISSN: 2473-2400) [SCI(E)]

  27. 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. (pISSN: 1943-023X) [Scopus][URL]

  28. 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. (DBpia) (pISSN: 1226-4717, eISSN: 2287-3880 ) [KCI]

  29. 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. (doi) (ISSN: 1570-8705) [SCI(E)]

  30. 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. (doi) (ISSN: 0140-3664) [SCI(E)]

  31. 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. (doi) (eISSN: 1687-1499) [SCI(E)]

  32. 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). (pISSN: 1226-4717, eISSN: 2287-3880) [KCI]

• Conference/Workshop/Symposium Papers

  1. 이강빈, 장진영, 강수민, 김태운*, "응답 시간 기반의 EDoS 공격 대응 기법 연구," UCWIT 2024, Nov. 22-23, 2024, 국립금오공과대학교 (경북 구미), 한국정보과학회(영남지부) (ACK: ITRC/클라우드)

  2. 도현철, 김태운*, "주행 기록 및 패턴 기반의 자율 주행 에이전트 분류 딥 러닝 모델 개발," UCWIT 2024(유비쿼터스 컴퓨팅과 웹 정보기술), 한국정보과학회 학술심포지움 논문집, 국립금오공과대학교 (경북 구미), pp. 154--156, Nov. 22-23, 2024,  (ACK: ITRC/AIoT, 연구재단/기초연구실)

  3. Aravindh Balaraman and Taewoon Kim, "Optimization of Downlink NOMA-OMA Switching for Urban Vehicular Cellular Networks," Processings of The 10th International Conference on Next Generation Computing (ICNGC 2024), pp. 204-206, Nov. 20-23, 2024, Clark, Philippines. (ACK: 연구재단/기초연구실, AI대학원) [Best Paper Award]

  4. Avilia Kusumaputeri Nugroho, Min Sang Yoon, Taewoon Kim*, "Reinforcement Learning-Based Optimal Task Offloading for Multi-Tier Cloud-Edge Computing System," The 3rd International Conference on Mobile, Military, and Maritime IT Convergence (ICMIC'24), August 7-9, 2024, Kuala Lumpur, Malaysia. (ACK: ITRC/클라우드, AI대학원)

  5. K. Takahashi, C. Guanzhou, M. Mikogami, Y. Ichimura, S. Shioda*, Taewoon Kim, "Performance Analysis of Slotted ALOHA Schemes for Massive Machine Type Communications," International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP 2024), 17-19 July 2024, Rome, Italy.

  6. 김민성, 김태운*, 도현철, "차량 궤적 예측을 위한 시계열 딥러닝 모델의 성능 평가," 2024 한국차세대컴퓨팅학회 춘계학술대회, 2024.04.25~27, 한국교통대학교 충주캠퍼스 (ACK: 연구재단/기초연구실, ITRC/AIoT)

  7. Yuki Ichimura, Shigeo Shioda*, Takeshi Hirai and Taewoon Kim, "Fairness comparison of successful transmission in multiple NOMA-based slotted ALOHA schemes for mMTC", 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS 2024), 29-31 Jan. 2024, Beppu-shi, Oita, Japan.

  8. Minsung Kim and Taewoon Kim*, "Situation-Aware Robust Multi-Step Prediction of Vehicle Trajectory with Enhanced Transformer", 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS 2024), 29-31 Jan. 2024, Beppu-shi, Oita, Japan. (ACK: 연구재단/기본연구, ITRC/AIoT)

  9. Avilia Kusumaputeri Nugroho, Shigeo Shioda and Taewoon Kim*, "Deep Reinforcement Learning Approach for Resource Optimization and Load Balancing on Edge Computing," 10th Anniversary Korea-Japan Joint Workshop on Complex Communication Sciences (KJCCS 2024), 29-31 Jan. 2024, Beppu-shi, Oita, Japan. (ACK: 연구재단/기본연구, ITRC/AIoT)

  10. Mengistu Tesfahunegn Minwuyelet and Taewoon Kim*, "연합 학습에서의 이질성 분류 및 그 영향에 관한 최신 연구 동향," (State-of-the-Art Research Trend on Taxonomy and Impact of Heterogeneity in Federated Learning), UCWIT, 2023.11.24~25, Ｂusan, South Korea. (ACK: ITRC/AIoT)

      • UCWIT 2023 : 한국정보과학회 학술심포지엄 "유비쿼터스 컴퓨팅과 웹 정보기술" (국내 학술대회)

  11. Minsung Kim and Taewoon Kim, "Robust Long-Term Prediction of Vehicle Trajectory with Adaptive Link Projection," The 2nd International Conference on Maritime IT Convergence (ICMIC), 2023.08.23~25, Jeju Island, South Korea. (ACK: 연구재단/기본연구)

  12. Jenn-Wei Lin, Taewoon Kim, Hung-Jen Tu, and Po-Hsien Kuo, "Adaptive Model Transfers and Aggregations for Efficient Federated Learning in IoT Edge Systems with Non-IID Data," in the 6th International Conference on Data Science and Information Technology (DSIT), July 28-30 2023, pp. 56-60, Shanghai, China.

  13. Taewoon Kim* and S. Shioda, "Horizontal and vertical scaling optimization on virtualised MEC for resource efficiency and QoS," The 9th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS 2023), Jan. 4-6, 2023. (ISSN: 2636-0217) [ACK: 연구재단/기본연구] [Best Paper Award]

  14. C.-H. Lee, K. Nguyen, Tae-Woon Kim, J.-D. Kim*, "Enhancing indoor positioning with dynamic role-switching in sparse IEEE 802.11mc networks," The 9th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS 2023), Jan. 4-6. (ISSN: 2636-0217)

  15. Y. Ichimura, S. Shioda*, and Tae-Woon Kim, "Performance analysis of spatial slotted ALOHA," The 9th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS 2023), Jan. 4-6. (ISSN: 2636-0217)

  16. 문희찬, 김민혁, 용권순, 한대현, 김태운*, "딥 러닝기반 실시간 영상처리를 통한 크랙 탐지 및 개인형 이동수단 주행 보조 시스템 개발," 한국통신학회 추계종합학술발표회, 2021년 11월 17(수)~19(금), 여수. [장려상 수상]

  17. 박건형, 김재환, 고정환, 한대현, 김태운*, "프라이빗 클라우드 환경을 위한 오픈소스 기반의 컨테이너 마이그레이션 기술 구현," 한국전자파학회 하계종합학술대회, 2021년 8월 18일(수)~21일(토), 제주. [URL]

  18. 이선홍, IVANOVA EKATERINA, 김현화, 김태운*, "실내 위치 및 상황 인지 기반의 적응적 콘텐츠 디스플레이 기술 설계 및 개발", 한국정보과학회 한국컴퓨터종합학술대회 (KCC2021), 2021년 6월 23일(수) ~ 25일(금), 제주. [URL]

  19. Rehenuma Tasnim Rodoshi, Taewoon Kim, Wooyeol Choi *, "Deep Reinforcement Learning Based Dynamic Resource Allocation in Cloud Radio Access Networks," International Conference on ICT Convergence (ICTC'20), Oct 21-23, 2020. 

  20. 조치우, 최우열, 김태운*, "저전력 IoT 디바이스를 위한 딥러닝 성능 개선에 대한 연구," 한국정보과학회 하계 컴퓨터통신 워크샵 (SWCC'20, Summer Workshop on Computer Communications), 2020/08/27 (online). [Best Paper Award]

  21. Yonggang Kim, Gyungmin Kim, Taewoon Kim, and Wooyeol Choi*, "Transmission Opportunity-Based Distributed OBSS/PD Determination Method in IEEE 802.11ax Networks," IEEE International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Fukuoka, Japan, Feb. 19-21, 2020.

  22. 김태운, 전찬준, 최우열*, "다중 홉 릴레이 UAV 네트워크를 위한 전송 스케줄링 및 전송 전력 제어 최적화 기법 연구," 한국통신학회 동계종합학술발표회, 용평, 2월 5~7, 2020. (@ Recent Results Session)

  23. 강일송, 김태운, 최우열*, "Software-Defined Radio 기반 OFDM 시스템 구현 및 Scalable Numerology 성능 분석," 한국통신학회 추계종합학술발표회, 서울, 11월 16일, 2019.

  24. Chanjun Chun, Kwang Myung Jeon, Taewoon Kim and Wooyeol Choi*, "Drone noise reduction using deep convolutional autoencoder for UAV acoustic sensor networks," IEEE International Conference on Mobile Ad-hoc and Smart Systems (IEEE MASS 2019), Monterey, California, Nov. 4-7, 2019.

  25. 전찬준, 김태운, 최우열*, "완전 합성곱 신경망을 활용한 드론 비행음 및 바람소리 제거," 한국통신학회 학술대회논문집, 제주, 6월 19~21, 2019.

  26. Taewoon Kim and Wooyeol Choi*, "Optimal Load-Balancing Association Scheme for C-RANs with Mobile IoT Devices ," IEEE International Symposium on Real-Time Computing (ISORC), Spain, May 7-9, 2019.

  27. Taewoon Kim and Wooyeol Choi*, "Optimal cloud computing resource allocation for centralized radio access networks," International Conference on Electronics, Information, and Communication (ICEIC), New Zealand, Jan. 22-25, 2019.

  28. Wooyeol Choi and Taewoon Kim, "Medium Access Scheme with MU-MIMO and Full-Duplex for Ultra-Dense IoT Networks," The 4th International Conference on Next Generation Computing (ICNGC), Vung Tau City, Vietnam, Dec. 20-23, 2018.

  29. 김홍빈, 김태운, 최우열*, "IoT 디바이스 블루투스 통신을 이용한 미아방지 시스템 개발," 대한전자공학회 추계학술대회논문집, 인천 송도, 11월 23~24일, 2018.

  30. Taewoon Kim, Daji Qiao, and Wooyeol Choi, "Energy-efficient scheduling of Internet of Things devices for environment monitoring applications," IEEE International Conference on Communications (ICC 2018), Kansas City, MO, May 20-24, 2018. (IEEE Xplore)

  31. Taewoon Kim and Wooyeol Choi, "Modeling and analysis of a clustered sensor network for IoT," 한국통신학회 학술대회논문집, June 2017.

  32. Wooyeol Choi, In-Sung Jang, and Taewoon Kim, "Antenna allocation scheme for full-duplex communication in IEEE 802.11ac WLAN,"  IEEE International Conference on Consumer Electronics (ICCE 2017), Las Vegas, NV USA, Jan. 8-10, 2017.

  33. Taewoon Kim and Wooyeol Choi, "Optimal transmission rate control for wireless networks," 한국통신학회 학술대회논문집, June 2016.

  34. Taewoon Kim, Wooyeol Choi, and Hyuk Lim, "Alleviating intra-flow interference by inter-arrival based packet dropping in wireless multi-hop networks," International Conference on Future Internet Technologies (CFI 2010), Seoul, Korea, June 16-18, 2010.

  35. Wooyeol Choi, Taewoon Kim, Heung-No Lee, and Hyuk Lim, "Carrier phase adjustment for multiple access communication systems with multi-packet reception capability", IEEE Wireless Communications and Networking Conference (WCNC 2010), Sydney, Australia, Apr. 18-21, 2010.

  36. Taewoon Kim, Hyuk Lim, and Chaewon Lim, "Exploiting multi-flow diversity for mitigating intra-flow interference in wireless mesh networks", International Conference on Emerging Networking Experiments and Technologies (ACM CoNEXT Student Workshop 2008), Madrid, Spain, Dec. 9-12, 2008.

  37. Tae-Woon Kim, Sang-Hwa Chung, In-Su Yoon, and Jeong-Soo Kim, "Effects of handover on TCP congestion control algorithm over mobile WiMAX", 5th IEEE Consumer Communications and Networking Conference (CCNC 2008 Demonstrations), Las Vegas, NV USA, Jan. 10-12, 2008.

• Preprint, not peer-reviewed

  1. Jae-Min Jeong, Taewoon Kim and Jeong-Gun Lee*, "Image-based Frequency Classifications for 1-Dimensional Signal Data Using Deep Neural Networks," available at SSRN 4423341, 19 Apr. 2023. (doi)

• Thesis/dissertation

• • Taewoon Kim, "Optimal resource scheduling for energy-efficient next generation wireless networks," Ph.D. dissertation, 2018. (Iowa State University, Ames IA) [URI]

    • Dissertation date (oral presentation): July 9, 2018

    • Dissertation publication date: Sept. 13, 2018 (link)

  • Taewoon Kim, "Distributed semi-synchronous channel coordination for multi-channel wireless networks," M.S. thesis, 2010. (Gwaungju Institute of Science and Technology, Republic of Korea) [link]

    • Thesis date (oral presentation): Dec. 21, 2009

Domestic Patent, 국내 특허

1. 공장 설비 및 작업 상태를 고려한 자동화된 생산 계획 수립 방법 및 프로그램

   • 발명자: 김태운, 서준, 허치영

   • (가출원) 출원번호: 10-2024-0192808 (출원일: 2024.12.20, 부산대학교 산학협력단)

   • (본출원) 출원번호: 10-2025-0028136 (출원일: 2025.03.05, 부산대학교 산학협력단)

   • 관련과제: AI대학원(대표, 50%), ITRC/클라우드(50%)

2. 엣지 컴퓨팅에서 서비스 프로비저닝을 위한 시스템, 방법, 및 프로그램

   • 발명자: 김태운

   • 출원번호: 10-2022-0042713 (출원일: 2022.04.06)

   • 등록번호: 10-2700745 (등록일: 2024.08. 26, 한림대학교)

   • 관련과제: 연구재단/기본연구

3. 핸드오프 과정에서 컨테이너의 마이그레이션을 수행하는 모바일 엣지 컴퓨팅 시스템 (Mobile edge computing system for performing  migration of container in handoff procedure)

   • 발명자: 김태운

   • 출원번호: 10-2021-0149441 (출원일: 2021.11.03, 한림대학교)

   • 등록번호: 10-2526180 (등록일: 2023.04.21, 한림대학교)

   • 관련과제: 연구재단/기본연구

4. 환경인지형 자동화 N-스크린 디스플레이 시스템, 방법 및 프로그램(Environment-Aware automated N-screen display system, method and program)

   • 발명자: 김태운(Taewoon Kim)

   • 등록번호: 10-2463242 (등록일: 2022. 11. 01, 한림대학교)

   • 관련과제: 연구재단/기본연구

5. 뉴럴 네트워크 모델을 이용하여 제어 명령을 결정하는 사물 인터넷 장치 및 이의 명령 결정 방법, 프로그램

   • 발명자: 김태운(Taewoon Kim)

   • 출원번호: 10-2020-0114346 (출원일: 2020.09.08, 한림대학교)

   • 등록 번호: 10-2652397 (등록일: 2024.03.25, 한림대학교)

6. 무인항공기를 이용한 사물인터넷 장치 및 기지국 장치 간의 통신 시스템 (Apparatus for communicating Internet of Things device and base station using unmanned aerial vehicle)

   • 발명자: 김태운(Taewoon Kim)

   • 등록번호: 10-2288331 (등록일 : 2021.08.04, 한림대학교)

7. 주변 네트워크를 운영하는 네트워크 운영 장치, 방법 및 프로그램 (Apparatus, method and program for operating surrounding network)

   • 발명자: 김태운(Taewoon Kim)

   • 등록번호: 10-2179875 (등록일: 2020.11.11, 한림대학교)(2년 특허 연장 요청: 2024.11)

8. 씨랜을 위한 디지털유닛의 자원할당방법 (Method for computing resource allocation of the digital unit for C-RAN)

   • 발명자: 최우열, 김태운(Taewoon Kim)

   • 등록번호: 10-2177175 (등록일: 2020.11.04, 조선대학교)

9. 이동통신 환경에서의 부하 분산 방법, 장치 및 시스템 (Method, apparatus and system for load balancing in a mobile communication environment)

   • 발명자: 김태운(Taewoon Kim), 최우열

   • 등록번호: 10-2175450 (등록일: 2020.11.02, 한림대학교)(2년 특허 연장 요청: 2024.11)

10. 네트워크 자원 할당 장치, 방법 및 프로그램 (Apparatus, method and program for allocating resource of network)

    • 발명자: 김태운(Taewoon Kim)

    • 등록번호: 10-2164383 (등록일: 2020.10.05, 한림대학교)(2년 특허 연장 요청: 2024.11)

11. 채널 할당이 고정된 네트워크의 운영 이익 산출 장치, 방법 및 프로그램 (Apparatus, method and program for calculating operating revenue of network with fixed channel allocation)

    • 발명자: 김태운(Taewoon Kim)

    • 등록번호: 10-2110286 (등록일: 2020.05.07, 한림대학교)(2년 특허 연장 요청: 2024.11)

12. 네트워크 운영 이익 최대화 장치, 방법 및 프로그램 (Apparatus, method and program for maximizing operating revenue of network)

    • 발명자: 김태운(Taewoon Kim)

    • 등록번호: 10-2101299 (등록일: 2020.04.09, 한림대학교)(2년 특허 연장 요청: 2024.11)

13. IoT 장치를 이용한 환경정보 모니터링 시스템 (Environment monitoring system using Internet of Things devices)

    • 발명자: 최우열 (Wooyeol Choi), 김태운 (Taewoon Kim)

    • 등록번호: 10-2061184 (등록일자 : 2019.12.24, 조선대학교)

14. 노드 및 이를 위한 채널 제어방법 (Node and channel control method for the same)

    • 발명자: Taewoon Kim, Jaeseon Hwang, and Hyuk Lim

    • 등록번호: 10-1146094, 2012.05.03 (등록: 광주과학기술원)

15. 다중 패킷 수신 환경에서의 다중 접근 통신을 위한 전송파 위상 조절 장치 및 방법 (Apparatus and method for carrier phase adjustment for multiple access communication systems with multi-packet reception capability)

    • 발명자: Hyuk Lim, Wooyeol Choi, Taewoon Kim, Heung-No Lee

    • 등록번호: 10-1117791, 2012.02.10 (등록: 광주과학기술원)

SW 등록 (컴퓨터 프로그램)

1. 주요 사이트

   • 한국저작권위원회 (CROS.or.kr)

   • 소프트웨어 자산 은행 (SWBANK.kr)

2. 등록 내역

   • RSS 핑거프린트를 이용한 실내 사용자 위치추정 및 시각화 프로그램

     • [CROS] 등록 완료 (C-2024-052373, 2024.12.12)

     • [SWBANK] 등록 완료 (ASSET_0012763, 2024.12.09)

     • 연계 국가과제 : ITRC/클라우드

   • 이동통신 기반 사물인터넷 네트워크 트래픽 시뮬레이터

     • [CROS] 등록 완료 (C-2024-052372, 2024.12.12)

     • [SWBANK] 등록 완료 (ASSET_0012762, 2024.12.09)

     • 연계 국가과제 : AI대학원

   • 차량 모빌리티 및 무선  NOMA 네트워크 시뮬레이터

     • [CROS] 등록 완료 (C-2024-052371, 2024.12.12)

     • [SWBANK] 등록 완료 (ASSET_0012761, 2024.12.09)

     • 연계 국가과제 : AI대학원

Honors & Awards

• Best paper award, The 10th International Conference on Next Generation Computing (ICNGC 2024)

  • Paper: Optimization of Downlink NOMA-OMA Switching for Urban Vehicular Cellular Networks

• Best paper award, The 9th Japan-Korea Joint Workshop on Complex Communication Sciences (JKCCS 2023)

  • Paper: Horizontan and vertical scaling optimization on virtualised MEC for resource efficiency and QoS

• 장려상, 한국통신학회 2021 추계종합학술발표회 학부논문경진대회

  • Paper: 딥 러닝기반 실시간 영상처리를 통한 크랙 탐지 및 개인형 이동수단 주행 보조 시스템 개발

• Best paper award, Summer Workshop on Computer Communications (SWCC'20) 한국정보과학회 하계 컴퓨터통신 워크샵

  • Paper: 저전력 IoT 디바이스를 위한 딥러닝 성능 개선에 대한 연구

• SW교육 우수교원, 한림대학교 SW중심대학사업 (2019.08.05)

• 에세이 추천 좋은 수업 상, 한림대학교 (교과목 명: 클라우드컴퓨팅, 2018.12.11)

• Graduate Teaching Excellence Award from Iowa State University (May, 2017)

• Scholarship/Assistantship

  • Iowa State University TA/RA Assistantship (2014 - 2018)

  • GIST Scholarship (2008 - 2009)

  • PNU Scholarship (F 2006, F 2007)

  • Brain Korea 21 Scholarship (F 2004, S/F 2005, S 2006) @ PNU

• Graduated manga cum laude from PNU

Professional Activities

• 한국차세대컴퓨팅학회 춘계학술대회 학술위원 (2020)

• 한국차세대컴퓨팅학회 논문지, 논문 심사위원 (2020)

• 2020 차세대컴퓨팅학회 춘계학술대회 학술위원 / TPC (link)

• 제2회(2021), 제3회(2022), 제3회(2023) 한국 인공지능 학술대회 (www.koreaai.org) 프로그램 위원 / TPC

  • Korea AI: Korea Artificial Intelligence Conference

• International Conference on Artificial Intelligence in Information and Communication (ICAIIC)

  • TPC: 2022, 2023, 2024, 2025

• 한국정보처리학회 춘계학술발표대회 / TPC (ASK 2022)

• International Conference on Maritime IT Convergence (ICMIC) (link)

  • TPC : 2022, 2023, 2024, 2025

  • Finance Chair, 2023

• 2022 한국차세대컴퓨팅학회 하계워크샵 / 조직위원장

• International Conference on Next Generation Computing (ICNGC) @ URL

  • TPC : 2022, 2023, 2024

• ICOIN (International Conference on Information Networking) @ https://icoin.org/

  • TPC : 2023, 2024, 2025

• ICUFN (International Conference on Ubiquitous and Future Networks) @ URL

  • TPC : 2023, 2024

• 한국정보과학회 UCWIT 2023 학술위원 (2023)

  • 한국정보과학회 학술심포지엄 '유비쿼터스 컴퓨팅과 웹 정보기술' (UCWIT: Ubiquitous Computing and Web Information Technology)

• ICTC (International Conference on ICT Convergence)

  • TPC: 2024

<Professional Activities - (occasional) External Reviewer>

• 19th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2018)

• IEEE Transactions on Green Communications and Networking

• Elsevier Microprocessors and Microsystems

• Journal of Communications and Networks

• IEEE Communications Magazine

<Talks/Presentations>

• "Edge Computing: Migration or Forwarding?" 한국차세대컴퓨팅학회 하계 워크샵, 평창, 2022.07.14.(목)~16.(토)

• "칭찬과 보상은 AI도 춤추게 한다: 강화학습 길들이기 for beginners," 부산대학교 LINC3.0 ICC 재직자 AI 직무교육, 2023.02.07

Memberships

• IEEE (S'18 / M'18,21)

  • 2018, 2021-2025

  • R10 Busan Section : Secretary(2023~), Treasurer(2023~)

• KICS (The Korean Institute of Communications and Information Sciences, 한국통신학회)

  • 정회원 : 2019-2025

  • 웹진편집 및 발생 편집위원(2019~)

  • 글로벌뉴스레터 편집위원(2019~)

  • 홍보2분과 이사 (2020~2022)

  • 홍보 웹진/행사 이사(2023)

  • 평의원 : 2023~2025.10.31

• KIECS (한국전자통신학회): 

  • 정회원: 2020

• KINGPC (한국차세대컴퓨팅학회) :

  • 이사 : 2020~

  • 논문지 편집위원 : 2020~

• KIEES (한국전자파학회): 

  • 정회원 : 2020

• KMMS (한국멀티미디어학회)

  • 임원(총무 일반이사) : 2023~

  • 국제학술분과(운영잇) : 2025~2026

• KIISE (한국정보과학회)

  • 정회원 : 2024, 2025

<그 외 활동>

• 오픈소스 커뮤니티 지원 자문위원단(오픈소스 소프트웨어 통합지원센터 OpenUP)

  • 2022, 2023

<Misc.>

• SCI/SSCI journal search [LINK], 

• SCIE journal search [LINK]

• 김태운 웹사이트 2 [LINK]

• Schedule [LINK]

• Vector icons [LINK]

[THE END]