천주희, 장은서, 장인성, 정희영, 김형철, 김태운*, "머신러닝 기반 다중운집 인파 밀집도 예측 및 실시간 위치 추적 시스템 개발," 한국차세대컴퓨팅학회 논문지, accepted for publication (Apr. 2024). [KCI]

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, accepted for publication (2024.02). [KCI]

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).

"Performance Analysis of Slotted ALOHA Schemes for Massive Machine Type Communications," CSNDSP 2024, accepted for publication.

김민성, 김태운*, 도현철, "차량 궤적 예측을 위한 시계열 딥러닝 모델의 성능 평가," 2024 한국차세대컴퓨팅학회 춘계학술대회, 2024.04.25~27, 한국교통대학교 충주캠퍼스

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.

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.

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.

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, Pusan, South Korea.

Minsung Kim and Taewoon Kim, "Robust Long-Term Prediction of Vehicle Trajectory with Adaptive Link Projection," The 2nd ICMIC, 2023.08.23~25, Jeju Island, South Korea.

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," DMBDA 2023.

Taewoon Kim* and S. Shioda, "Horizontan and vertical scaling optimization on virtualised MEC for resource efficiency and QoS," JKCCS 2023, Jan. 4-6. [Best Paper Award]

C.-H. Lee, K. Nguyen, Tae-Woon Kim, J.-D. Kim*, "Enhancing indoor positioning with dynamic role-switching in sparse IEEE 802.11mc networks," JKCCS 2023, Jan. 4-6.

Y. Ichimura, S. Shioda*, and Tae-Woon Kim, "Performance analysis of spatial slotted ALOHA," JKCCS 2023, Jan. 4-6.

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]

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]

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]

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.

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]

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.

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)

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

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.

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

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.

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.

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.

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

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)

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

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.

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

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.

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.

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.

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.

(출원) 엣지 컴퓨팅에서 서비스 프로비저닝을 위한 시스템, 방법, 및 프로그램

• 발명자: 김태운

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

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

• 발명자: 김태운

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

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)

(출원, softmax 1/1) 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)

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)

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)

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)

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)

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)

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)

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)

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)

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)

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)