본문 시작
교수소개
-
신용제 교수
- 소속 IT엔지니어링대학   스마트IT학부  
- 연구실 첨단정보학관 4층 415호
- 전화번호
- 이메일 dudujr@semyung.ac.kr
- 담당과목 인공지능첫걸음, 리눅스기초, 정보통신인공지능, 알기쉬운인공지능, 스마트IT캡스톤디자인, 정보통신회로설계
학위및약력
학위-충북대학교 정보통신공학 학사
-충북대학교 전파통신공학 석사
-충북대학교 전파통신공학 박사
약력
-2022년 03월 ~ 2022년 11월 : 충북대학교 컴퓨터정보통신연구소 Post-doc
-2022년 12월 ~ 2026년 02월 : 충북대학교 전파통신공학 Post-doc
-2026년 03월 ~ : 세명대학교 스마트IT학부 조교수
연구분야
1. 연구분야- 차량 네트워크 및 사물 인터넷 (VANET & Internet of Vehicles), 모바일 멀티미디어 스트리밍 및 콘텐츠 전송 (Multimedia Streaming & Content Delivery), 차량 엣지 컴퓨팅 및 지능형 캐싱 (Vehicular Edge Computing & Intelligent Caching), 군집 AI알고리즘 기반 네트워크 최적화 (Network Optimization via Swarm Intelligence)
논문
INTERNATIONAL JOURNALS PAPERS[20] Shin Y, Choi H, Nam Y, Lee E. PSO-Based Dynamic RSU Role Assignment Framework for Scalable and Reliable Content Delivery in VANETs. Sensors. 2026; 26(5):1555. https://doi.org/10.3390/s26051555
[19] Nam, Y., Shin, Y., Choi, H., & Lee, E. (2026). Precaching vehicle selection based on soft actor-critic in CIoV. AIMS Mathematics, 11(2), 3314-3348. doi:https://doi.org/10.3934/math.2026135
[18] Shin, Y ; Lee, J ; Lee, E. (2025, Jun). Energy Balancing and Lifetime Extension: A Random Quorum-Based Sink Location Service Scheme for Wireless Sensor Networks. MDPI Sensors 26(13, 4078)
[17] Shin, Y ; Choi, HS ; Nam, Y ; Lee, E. (2025, Dec). Particle Swarm Optimization-Based Content Delivery Protocol for UAV VAENTs. IEEE Access 13(1594-1608)
[16] Mugerwa, D ; Nam, Y ; Choi, H ; Shin, Y ; Lee, E. (2024, Jun). Adaptive Mobility-Based IoT LoRa Clustering Communication Scheme. MDPI Electronics 13(11, 2052)
[15] Nam, Y ; Bang, J ; Choi, H ; Shin, Y ; Oh, S ; Lee, E. (2023, Jul). Multiple Precaching Vehicle Selection Scheme Based on Set Ranking in Intermittently Connected Vehicular Networks. MDPI Sensors 23(13, 5800)
[14] Mugerwa, D ; Nam, Y ; Choi, H ; Shin, Y ; Lee, E. (2023, Apr). Implicit Overhearing Node-Based Multi-Hop Communication Scheme in IoT LoRa Networks. MDPI Sensors 23(8, 3874)
[13] Nam, Y ; Choi, H ; Shin, Y ; Lee, E. (2023, May). Traffic Optimized Content Precaching Scheme Based on Tolerable Delay Time in Content-Centric Vehicular Networks. IEEE Access 11(53862-53879)
[12] Mugerwa, D ; Nam, Y ; Choi, H ; Shin, Y ; Lee, E. (2022, Dec). SF-Partition-Based Clustering and Relaying Scheme for Resolving Near-Far Unfairness in IoT Multihop LoRa Networks. MDPI Sensors 22(23, 9332)
[11] Nam, Y ; Bang, J ; Choi, H ; Shin, Y ; Lee, E. (2022, Nov). Cooperative Content Precaching Scheme Based on the Mobility Information of Vehicles in Intermittently Connected Vehicular Networks. MDPI Electronics 11(22, 3663)
[10] Nam, Y ; Choi, H ; Shin, Y ; Park, S ; Lee, E. (2022, Oct). Expected Area-Based Real-Time Routing Protocol for Supporting Mobile Sinks in Wireless Sensor Networks. MDPI Electronics 11(20, 3350)
[9] Nam, Y ; Choi, H ; Shin, Y ; Mugerwa, D ; Lee, E. (2022, Sep). RSU-Aided Optimal Member Replacement Scheme with Improved Mobility Prediction for Vehicular Clouds in VANETs. MDPI Electronics 11(17, 2787)
[8] Choi, H ; Nam, Y ; Shin, Y ; Lee, E. (2022, Nov). The partial cloud member replacement for reconstructing vehicular clouds in VANETs: Reactive and proactive schemes. Ad Hoc Networks 136(102959)
[7] Choi, H ; Nam, Y ; Shin, Y ; Jung, K ; Lee, E. (2022, Jul). Design and Evaluation of Schemes for Replacing Multiple Member Vehicles in Vehicular Clouds. MDPI Electronics 11(13, 2085)
[6] Oh, S ; Park, S ; Shin, Y ; Lee, E. (2022, May). Optimized Distributed Proactive Caching Based on Movement Probability of Vehicles in Content-Centric Vehicular Networks. MDPI Sensors 22(9, 3346)
[5] Shin, Y ; Choi, HS ; Nam, Y ; Cho, H ; Lee, E. (2022, Sep). Particle Swarm Optimization Video Streaming Service in Vehicular Ad-Hoc Networks. IEEE Access 10(102710-102723)
[4] Cho, H ; Oh, S ; Shin, Y ; Lee, E. (2021, Nov) Energy-Efficient and Disjoint Multipath Using Face Routing in Wireless Sensor Networks. MDPI Energies 14(22, 7823)
[3] Shin, Y ; Choi, H ; Nam, Y ; Lee, E. (2021, Nov). Video Packet Distribution Scheme for Multimedia Streaming Services in VANETs. MDPI Sensors 21(21, 7386)
[2] Nam, Y ; Choi, H ; Shin, Y ; Lee, E ; Lee, EK. (2021, Aug). Adaptive Content Precaching Scheme Based on the Predictive Speed of Vehicles in Content-Centric Vehicular Networks. MDPI Sensors 21(16, 5376)
[1] Shin, Y ; Choi, H ; Nam, Y ; Lee, E. (2020, Oct). Data delivery protocol using the trajectory information on a road map in VANETs. Ad Hoc Networks 107(102260)
INTERNATIONAL CONFERENCE PAPERS
[8] Nam, Y ; Choi, H ; Shin, Y ; Mugerwa, D ; Lee, E. (2023, Jan). Delay Tolerable Precaching Scheme in Content-Centric Vehicular Networks. IEEE 20th Consumer Communications and Networking Conference (CCNC)
[7] Nam, Y ; Choi, H ; Bang, J ; Shin, Y ; Lee, E. (2023, Jan). Set Ranking-Based Precaching Protocol in Vehicular Ad hoc Networks. IEEE 20th Consumer Communications and Networking Conference (CCNC)
[6] Mugerwa, D ; Nam, Y ; Cho, H ; Choi, H ; Shin, Y ; Lee, E. (2022, Jul). Implicit Multi-hop Communication Scheme based on Overhearing in IoT LoRa Networks. 13th International Conference on Ubiquitous and Future Networks (ICUFN)
[5] Yim, J ; Bang, J ; Nam, Y ; Shin, Y ; Lee, E (Lee, Euisin). (2019, Sep). Efficient Multipath Routing Protocol Against Path Failures in Wireless Sensor Networks. 12th IFIP Wireless and Mobile Networking Conference (WMNC)
[4] Kim, H ; Shin, Y ; Lee, Y ; Shin, D ; Lee, E. (2018, Nov) Event-to-Sink Multipath Routing Protocol for Event Reliability in Wireless Sensor Networks. 24th Asia Pacific Conference on Communications-APCC
[3] Shin, Y ; Choi, HS ; Nam, Y ; Lee, E. (2018, Jul). Efficient Data Delivery Protocol using Vehicle Mobility Information in VANETs. 10th International Conference on Ubiquitous and Future Networks (ICUFN)
[2] Shin, Y ; Lee, H ; Choi, HS ; Lee, E. (2017, Dec). Multipath Construction and Management Protocol for Mobile Sinks in Wireless Sensor Networks. 23rd Asia-Pacific Conference on Communications (APCC) - Bridging the Metropolitan and the Remote
[1] Lee, J ; Yoon, M ; Lee, HK ; Shin, Y ; Lee, E ; Gerla, M. (2016,Sep). Energy-Efficient Mobile Groupcasting Protocol in Wireless Sensor Networks. 27th IEEE Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)
산학협력(연구과제)
2020-03. ~ 2023-02. 모바일 엣지 컴퓨팅을 통한 차량 컨텐츠 캐싱 연구. [한국연구재단]2022-03. ~ 2026-02. 차량 네트워크에서 머신러닝 기반 협력적 콘텐츠 프리캐싱에 관한 연구. [한국연구재단]
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- 최종수정일 : 2024-10-26