Prof.Sanghwan Lee이상환 교수이상환Sanghwan Lee

Contact
Phone 02-910-4805
E-mail sanghwan@kookmin.ac.kr
E-mail sanghwan@kookmin.ac.kr
Office사무실미래관 6층 18호 (02-910-4805)
Lab연구실
NET네트워크응용 연구실Network Application Lab
Education학력
Ph.D. University of Minnesota, TwinCities, Computer Science ()
박사 University of Minnesota 트윈시티 캠퍼스 컴퓨터과학 ()
Career경력
Present Professor, AI·SW Major, Kookmin University
현재 국민대학교 AI·SW 전공 교수
Research Overview연구 개요
Professor Lee leads the Network Application Lab, conducting research in computer networking, networked storage systems, and distributed computing. His work spans network protocols, performance analysis, and application-layer network services.
네트워크 응용 연구실을 이끌며 컴퓨터 네트워킹, 네트워크 스토리지 시스템, 분산 컴퓨팅 분야를 연구하고 있습니다. 네트워크 프로토콜, 성능 분석, 응용 계층 네트워크 서비스 등을 수행합니다.
Research Areas연구 분야
- Computer Networking
- Multi Drone Cooperation
- Remote Driving
- Vehicle Routing Problem
- 컴퓨터 네트워킹
- 다중드론 협력
- 원격 주행
- 차량경로문제
Recent Publications주요 논문
- Yang Yu, Sanghwan Lee, "Optimized multi-UAV data collection method for IoT considering age of information and energy constraints," Computer Networks, Vol. 287, pp. 112538, 2026 원문 ↗Paper ↗
- Issaree Srisomboon, Sanghwan Lee, "Direction Prediction Error-Prioritized Experience Replay (DPE-PER) for Adversarial UAV Interception Under Partial Observability," IEEE Internet of Things Journal, Vol. 13, No. 10, pp. 21938-21951, 2026 원문 ↗Paper ↗
- Taravat Darbouei, Sanghwan Lee, "Efficient UAV Coverage Algorithms for Areas Requiring Heterogeneous Sensors," 2025 16th International Conference on Information and Communication Technology Convergence (ICTC), pp. 352-357, 2025 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "Energy-Optimized Path Planning for UAVs to Minimize Fleet Size in Time-Sensitive Data Collection Tasks," IEEE Internet of Things Journal, Vol. 12, No. 17, pp. 35294-35306, 2025 원문 ↗Paper ↗
- Sanghwan Lee, Jinsoo Moon, "Efficient Travel Time Estimation Between Geographical Locations Using Derived Nonlinear Spatial Features for Offline VRP Optimization," IEEE Access, Vol. 13, pp. 201363-201376, 2025 원문 ↗Paper ↗
- Jinsoo Moon, Sanghwan Lee, "Analysis of Deep Neural Network based Road Distance Estimation," 2024 International Conference on Information Networking (ICOIN), pp. 637-640, 2024 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "Multi-UAV Coverage Path Assignment Algorithm Considering Flight Time and Energy Consumption," IEEE Access, Vol. 12, pp. 26150-26162, 2024 원문 ↗Paper ↗
- Sanghwan Lee, Jinsoo Moon, "Feasibility Analysis of Applying Deep Neural Network on Driving Distance Estimation," IEEE Access, Vol. 12, pp. 81075-81087, 2024 원문 ↗Paper ↗
- Issaree Srisomboon, Sanghwan Lee, "Positioning and Navigation Approaches Using Packet Loss-Based Multilateration for UAVs in GPS-Denied Environments," IEEE Access, Vol. 12, pp. 13355-13369, 2024 원문 ↗Paper ↗
- Y. Yu, S. Lee, "Efficient Multi-UAV Path Planning for Collaborative Area Search Operations," Applied Sciences, Vol. 13, No. 15, 8728, 2023
- Ali Gohar, Chunming Rong, Sanghwan Lee, "An Isolation-aware Online Virtual Network Embedding via Deep Reinforcement Learning," 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), pp. 89-95, 2023 원문 ↗Paper ↗
- Issaree Srisomboon, Sanghwan Lee, "UAVs Reformation Approach Based on Packet Loss in GPS-Denied Environments," 2023 International Conference on Information Networking (ICOIN), pp. 606-609, 2023 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "A Collaborative UAV Routing Algorithm for Time Sensitive Surveillance Tasks," 2023 International Conference on Information Networking (ICOIN), pp. 457-460, 2023 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "Measurements of the Benefits of Edge Computing on Autonomous Driving," 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), pp. 2155-2159, 2022 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "Measurement-Based Evaluation of Video Streaming Method for Remote Driving Systems," 2022 International Conference on Information Networking (ICOIN), pp. 136-139, 2022 원문 ↗Paper ↗
- Issaree Srisomboon, Sanghwan Lee, "A Round-Robin Position Change Algorithm in Vehicle Platooning," 2022 International Conference on Information Networking (ICOIN), pp. 340-344, 2022 원문 ↗Paper ↗
- Y. Yu, S. Lee, "Remote Driving Control with Real-Time Video Streaming over Wireless Networks: Design and Evaluation," IEEE Access, Vol. 10, pp. 64920-64932, 2022
- Issaree Srisomboon, Sanghwan Lee, "A Sequence Change Algorithm in Vehicle Platooning for Longer Driving Range," 2021 International Conference on Information Networking (ICOIN), pp. 24-27, 2021 원문 ↗Paper ↗
- Yang Yu, Sanghwan Lee, "A Measurement Based Feasibility Study on Remote Driving System," 2021 International Conference on Information Networking (ICOIN), pp. 17-19, 2021 원문 ↗Paper ↗
- Syed Qamar Zulqarnain, Sanghwan Lee, "An Efficient Driver Selection Algorithm for Controlling Multiple Vehicles in Remote Driving," 2021 International Conference on Information Networking (ICOIN), pp. 20-23, 2021 원문 ↗Paper ↗
- Ali Raza, Sanghwan Lee, "A priority based greedy path assignment mechanism in OpenFlow based datacenter networks," Journal of Network and Computer Applications, Vol. 163, pp. 102653, 2020 원문 ↗Paper ↗
- Ali Gohar, Sanghwan Lee, "A cost efficient multi remote driver selection for remote operated vehicles," Computer Networks, Vol. 168, pp. 107029, 2020 원문 ↗Paper ↗
- Ali Gohar, Ali Raza, Sanghwan Lee, "Dynamic Adaptive Streaming Over HTTP Using Scalable Video Coding with Multipath TCP in SDN," 2019 International Conference on Information Networking (ICOIN), pp. 480-484, 2019 원문 ↗Paper ↗
- Ali Raza, Sanghwan Lee, "Gate Switch Selection for In-Band Controlling in Software Defined Networking," IEEE Access, Vol. 7, pp. 5671-5681, 2019 원문 ↗Paper ↗
- Ali Gohar, Ali Raza, Sanghwan Lee, "A Distributed Remote Driver Selection for Cost Efficient and Safe Driver Handover," 2018 International Conference on Information and Communication Technology Convergence (ICTC), pp. 801-804, 2018 원문 ↗Paper ↗
- Ali Gohar, Sanghwan Lee, "A fast remote driver selection mechanism for remote-controlled driving systems," 2018 International Conference on Information Networking (ICOIN), pp. 902-905, 2018 원문 ↗Paper ↗
- Ali Raza, Ali Gohar, Sanghwan Lee, "MPTCP based in-band controlling for the software defined networks," 2017 International Conference on Information and Communication Technology Convergence (ICTC), pp. 163-167, 2017 원문 ↗Paper ↗
- Narae Hwang, Sanghwan Lee, "Privacy Preserving Intersection of Neighbor Sets Exploiting Cross Checking Capability in a Peer to Peer Social Network Service," 2015 IEEE Global Communications Conference (GLOBECOM), pp. 1-6, 2015 원문 ↗Paper ↗
- Narae Hwang, Sanghwan Lee, "A unified social network service model for enhancing privacy and message gain," 2015 International Conference on Information and Communication Technology Convergence (ICTC), pp. 248-250, 2015 원문 ↗Paper ↗
- Narae Hwang, Sanghwan Lee, "Efficient bloom filter design for information hiding in peer to peer social networks," 2015 International Conference on Information Networking (ICOIN), pp. 435-436, 2015 원문 ↗Paper ↗
- Narae Hwang, Sanghwan Lee, "A refinement algorithm for rank aggregation over crowdsourced comparison data," 2015 International Conference on Information Networking (ICOIN), pp. 430-432, 2015 원문 ↗Paper ↗
- Sanghwan Lee, Sung-Soo Lim, MyungKeun Yoon, Sang-Min Yoon, Junho Kim, "SNS of Things: Concept, issues, and challenges for globe scale interoperability of IoT applications," 2014 Sixth International Conference on Ubiquitous and Future Networks (ICUFN), pp. 315-316, 2014 원문 ↗Paper ↗
- Taehyun Kim, Sanghwan Lee, "Efficient social graph augmentation schemes for a peer to peer social networking service," 2014 International Conference on Big Data and Smart Computing (BIGCOMP), pp. 269-270, 2014 원문 ↗Paper ↗
- Sanghwan Lee, S. Sahu, R. Puri, "Designing standard service offerings for reducing IT service management cost," 2012 IEEE Network Operations and Management Symposium, pp. 474-477, 2012 원문 ↗Paper ↗
- Hyungjin Kim, Sanghwan Lee, "Greedy virtual network embedding under an exponential cost function," The International Conference on Information Network 2012, pp. 216-221, 2012 원문 ↗Paper ↗
- Sanghwan Lee, Min Sun Jeong, Hyuncheol Jeong, Hyang Jin Lee, Eun Young Choi, "A practical group based key management scheme for Ubiquitous Sensor Networks," The International Conference on Information Network 2012, pp. 165-170, 2012 원문 ↗Paper ↗
- Sanghwan Lee, S. Sahu, "Efficient Server Consolidation Considering Intra-Cluster Traffic," 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011, pp. 1-6, 2011 원문 ↗Paper ↗
- Sanghwan Lee, Youngjun Lee, Min Sun Jeong, Sambit Sahu, "Mesh Router Placement Exploiting Obstacles for Mitigating Interference," 2011 Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN), pp. 1-6, 2011 원문 ↗Paper ↗
- Hyoungjin Kim, Min Sun Jeong, Youngjun Lee, Sanghwan Lee, "An efficient load balancing scheme in failure insensitive routing," 2011 Third International Conference on Ubiquitous and Future Networks (ICUFN), pp. 290-293, 2011 원문 ↗Paper ↗
- Sanghwan Lee, Sambit Sahu, "Core Tree Optimization in Hybrid Peer to Peer Real Time Broadcasting System," 2010 IEEE Global Telecommunications Conference GLOBECOM 2010, pp. 1-5, 2010 원문 ↗Paper ↗
- Sanghwan Lee, Sambit Sahu, "Optimized Hybrid Overlay Design for Real Time Broadcasting," 2010 Proceedings of 19th International Conference on Computer Communications and Networks, pp. 1-6, 2010 원문 ↗Paper ↗
- Sanghwan Lee, Sambit Sahu, "Accuracy of path length estimation via network distance based coordinate systems," 2010 Second International Conference on Ubiquitous and Future Networks (ICUFN), pp. 76-80, 2010 원문 ↗Paper ↗
- S. Lee, Z.-L. Zhang, S. Sahu, D. Saha, "On Suitability of Euclidean Embedding for Host-Based Network Coordinate Systems," IEEE/ACM Transactions on Networking, Vol. 18, No. 1, pp. 27-40, 2010
- Sanghwan Lee, Sambit Sahu, "A cluster based approach for network distance embedding," 2009 9th International Symposium on Communications and Information Technology, pp. 1040-1045, 2009 원문 ↗Paper ↗
- S. Nelakuditi, S. Lee, Y. Yu, Z.-L. Zhang, C.-N. Chuah, "Fast Local Rerouting for Handling Transient Link Failures," IEEE/ACM Transactions on Networking, Vol. 15, No. 2, pp. 359-372, 2007
- Sanghwan Lee, Sambit Sahu, Debanjan Saha, "ISE01-5: Design and Evaluation of a Network Distance Based Planning Service," IEEE Globecom 2006, pp. 1-5, 2006 원문 ↗Paper ↗
- S. Lee, Z.-L. Zhang, S. Sahu, D. Saha, "On Suitability of Euclidean Embedding of Internet Hosts," ACM SIGMETRICS Performance Evaluation Review, Vol. 34, No. 1, pp. 157-168, 2006
- Z. Zhong, S. Nelakuditi, Y. Yu, S. Lee, J. Wang, C.-N. Chuah, "Failure Inferencing Based Fast Rerouting for Handling Transient Link and Node Failures," Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications, pp. 1-5, 2006 원문 ↗Paper ↗
- S. Nelakuditi, S. Lee, Y. Yu, J. Wang, Z. Zhong, G.-H. Lu, Z.-L. Zhang, "Blacklist-Aided Forwarding in Static Multihop Wireless Networks," IEEE SECON, pp. 252-262, 2005
- S. Lee, Y. Yu, S. Nelakuditi, Z.-L. Zhang, C.-N. Chuah, "Proactive vs Reactive Approaches to Failure Resilient Routing," IEEE INFOCOM, 2004
- S. Nelakuditi, S. Lee, Y. Yu, Z.-L. Zhang, "Failure Insensitive Routing for Ensuring Service Availability," International Workshop on Quality of Service, pp. 287-304, 2003
