Publications
International Journal Publications
66. Woongsup Lee and Kisong Lee, Deep Learning Frameworks for Solving Infeasible Optimization Problems in Vehicular Communications, IEEE Open Journal of the Communications Society, To be published.
65. Woongsup Lee and Kisong Lee, Robust Trajectory and Resource Allocation for UAV Communications in Uncertain Environments With No-Fly Zone: A Deep Learning Approach, IEEE Transactions on Intelligent Transportation Systems, To be published.
64. Kanghyun Heo, Kisong Lee and Woongsup Lee, UAV-Assisted Wireless-Powered Secure Communications: Integration of Optimization-Based and Deep Learning-Based Approaches, IEEE Transactions on Wireless Communications, To be published.
63. Seungkeun Park, Igor Kim, Woongsup Lee, and Jun-Bae Seo, Channel Selection Game for IEEE 802.11ax, IEEE Transactions on Vehicular Technology, To be published.
62. Gitae Park, Kanghyun Heo, Woongsup Lee, Kisong Lee, UAV-Assisted Wireless-Powered Two-Way Communications, IEEE Transactions on Intelligent Transportation Systems, To be published.
61. Kisong Lee, Hyun-Ho Choi, Woongsup Lee, and Victor C. M. Leung, Wireless-Powered Interference Networks: Applications, Approaches, and Challenges, IEEE Vehicular Technology Magazine, vol. 18, no. 4, pp. 102-110, December 2023.
60. Kisong Lee and Woongsup Lee, Deep Learning Framework for Two-Way MISO Wireless-Powered Interference Channels, IEEE Transactions on Wireless Communications, vol. 22, no. 10, pp. 6459-6473, October 2023.
59. Woongsup Lee and Jun-Bae Seo, Deep Learning-aided Channel Allocation Scheme for WLAN, IEEE Wireless Communications Letters, vol. 12, no. 6, pp. 1007-1011, June 2023.
58. Woongsup Lee, Howon Lee, and Hyun-Ho Choi, Deep Learning-based Network-Wide Energy Efficiency Optimization in Ultra-Dense Small Cell Networks, IEEE Transactions on Vehicular Technology, vol. 72, no. 6, pp. 8244-8249, June 2023.
57. Woongsup Lee and Kisong Lee, Deep Learning-Based Energy Efficient Resource Allocation for Underlay Cognitive MISO Interference Channels, IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 3, pp. 695-707, June 2023.
56. Woongsup Lee and Byung Chang Chung, Ensemble Deep Learning based Resource Allocation for Multi-Channel Underlay Cognitive Radio System, ICT Express, vol. 9, no. 4, pp. 642-647, August 2023.
55. Woongsup Lee, Jin Hyun Kim, Seongjin Lee, Kyonghoon Kim, Tae Seen Kang, and Yong Seop Han, Estimation of best corrected visual acuity based on deep neural network, Scientific Reports, vol. 12, no. 17808, 2022.
54. Woongsup Lee and Kisong Lee, Deep Learning-Based Transmit Power Control for Wireless-Powered Secure Communications With Heterogeneous Channel Uncertainty, IEEE Transactions on Vehicular Technology, vol. 71, no. 10, pp. 11150 - 11159, October 2022.
53. Fazel Haq Ahmadzai and Woongsup Lee, A mobile traffic load prediction based on recurrent neural network: A case of telecommunication in Afghanistan, IET Electronics Letters, vol. 58, no. 14, pp. 563-565, July 2022.
52. Woongsup Lee and Robert Schober, Deep Learning-based Resource Allocation For Device-to-Device Communication, IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 5235 - 5250, July 2022.
51. Woongsup Lee, Kisong Lee, and Tony Q. S. Quek, Deep Learning-Assisted Wireless-Powered Secure Communications With Imperfect Channel State Information, IEEE Internet of Things Journal, vol. 9, no. 13, pp. 11464 - 11476, July 2022.
50. Kisong Lee, Hyun-Ho Choi, Woongsup Lee, and Victor C. M. Leung, Learning-Based Optimization of Wireless-Powered Two-Way Interference Channels With Imperfect CSI, IEEE Internet of Things Journal, vol. 9, no. 9, pp. 6934-6943, May 2022.
49. Tae Seen Kang, Bum Jun Kim, Ki Yup Nam, Seongjin Lee, Kyonghoon Kim, Woong-sub Lee, Jinhyun Kim, and Yong Seop Han, Asymmetry between right and left fundus images identified using convolutional neural networks, Scientific Reports, vol. 12, no. 1, pp. 1-8, 2022.
48. Woongsup Lee and Kisong Lee, Robust Transmit Power Control With Imperfect CSI Using a Deep Neural Network, IEEE Transactions on Vehicular Technology, vol. 70, no. 11, pp. 12266-12271, November 2021.
47. Kisong Lee, Jun-Pyo Hong, and Woongsup Lee, Deep Learning Framework for Secure Communication With an Energy Harvesting Receiver, IEEE Transactions on Vehicular Technology, vol. 70, no. 10, pp. 10121-10132, October 2021.
46. Woongsup Lee, Kisong Lee, Hyun-Ho Choi, and Victor C. M. Leung, Deep Learning for SWIPT: Optimization of Transmit-Harvest-Respond in Wireless-Powered Interference Channel, IEEE Transactions on Wireless Communications, vol. 20, no. 8, pp. 5018-5033, August 2021.
45. Tae Seen Kang, Yeongseop Lee, Seongjin Lee, Kyonghoon Kim, Woong-sub Lee, Woohyuk Lee, Jin Hyun Kim, and Yong Seop Han, Development of Fully Automated Anterior Chamber Cell Analysis Based on Image Software, Scientific Reports, vol. 11, no. 1, pp. 1-8, 2021.
44. Woongsup Lee, Seon Yeob Baek, and Seong Hwan Kim, Deep-Learning-Aided RF Fingerprinting for NFC Security, IEEE Communications Magazine, vol. 59, no. 5, pp. 96-101, May 2021.
43. Kisong Lee and Woongsup Lee, Effect of Misaligned Relay on Output Power and Efficiency in Wireless Power Transfer, IEEE Access, vol. 9, pp. 49448-49456, 2021.
42. Woongsup Lee and Kisong Lee, Deep Learning-Aided Distributed Transmit Power Control for Underlay Cognitive Radio Network, IEEE Transactions on Vehicular Technology, vol. 70, no. 4, pp. 3990-3994, April 2021.
41. Woongsup Lee and Kisong Lee, Resource Allocation Scheme for Guarantee of QoS in D2D Communications Using Deep Neural Network, IEEE Communications Letters, vol. 25, no. 3, pp. 887-891, March 2021.
40. Kisong Lee and Woongsup Lee, Learning based Resource Management for SWIPT, IEEE Systems Journal, vol. 14, no. 4, pp. 4750-4753, December 2020.
39. Woongsup Lee, Ohyun Jo, and Minhoe Kim, Intelligent Resource Allocation in Wireless Communications Systems, IEEE Communications Magazine, vol. 58, no. 1, pp. 100-105, January 2020.
38. Tae-Won Ban, and Woongsup Lee, A Deep Learning Based Transmission Algorithm for Mobile Device-to-Device Networks, MDPI Electronics, vol. 9, no. 11, November 2019.
37. Woongsup Lee, Younghwa Ham, Tae-Won Ban, and Ohyun Jo, Analysis of Growth Performance in Swine based on Machine Learning, IEEE Access, vol. 7, pp. 161716-161724, 2019.
36. Woongsup Lee, Minhoe Kim, and Dong-Ho Cho, Deep Learning Based Transmit Power Control in Underlaid Device-to-Device Communication, IEEE Systems Journal, vol. 13, no. 3, pp. 2551-2554, September 2019.
35. Woongsup Lee, Tae-Won Ban, and Bang Chul Jung, Distributed Transmit Power Optimization for Device-to-Device Communications Underlying Cellular Networks, IEEE Access, vol. 7, pp. 87617-87633, 2019.
34. Woongsup Lee, Robert Schober, and Vincent W.S. Wong, An Analysis of Price Competition in Heterogeneous Electric Vehicle Charging Stations, IEEE Transactions on Smart Grid, vol. 10, no. 4, pp. 3990-4002, July 2019.
33. Minhoe Kim, Woongsup Lee, Jungmin Yoon, and Ohyun Jo, Towards the Realization of Encoder and Decoder using Deep Neural Networks, IEEE Communications Magazine, vol. 57, no. 5, pp. 57-63, May 2019.
32. Woongsup Lee, Minhoe Kim, and Dong-Ho Cho, Deep Cooperative Sensing: Cooperative Spectrum Sensing Based on Convolutional Neural Networks, IEEE Transactions on Vehicular Technology, vol. 68, no. 3, pp. 3005-3009, March 2019.
31. Woongsup Lee, Kang-Hwi Han, Hyeon Tae Kim, Heechul Choi, Younghwa Ham, and Tae-Won Ban, Prediction of Average Daily Gain of Swine Based on Machine Learning, Journal of Intelligent & Fuzzy Systems, vol. 36, no. 2, pp. 923-933, March 2019.
30. Woongsup Lee, Minhoe Kim, and Dong-Ho Cho, Transmit Power Control Using Deep Neural Network for Underlay Device-to-Device Communication, IEEE Wireless Communications Letters, vol. 8, no. 1, pp. 141-144, February 2019.
29. Sung-Yeop Pyun, Woongsup Lee, and Ohyun Jo, Uplink Resource Allocation for Interference Mitigation in Two-Tier Femtocell Networks, Mobile Information Systems, vol. 2018, Article IE 9093139, 6 pages, 2018.
28. Woongsup Lee, Resource Allocation For Multi-Channel Underlay Cognitive Radio Network based on Deep Neural Network, IEEE Communications Letters, vol. 22, no. 9, pp. 1942-1945, September 2018.
27. Kisong Lee, Changbae Yoon, Ohyun Jo, and Woongsup Lee, Joint Optimization of Spectrum Sensing and Transmit Power in Energy Harvesting-based Cognitive Radio Networks, IEEE Access, vol. 6, pp. 30653-30662, 2018.
26. Woongsup Lee, Minhoe Kim, and Dong-Ho Cho, Deep Power Control: Transmit Power Control Scheme Based on Convolutional Neural Network, IEEE Communications Letters, vol. 22, no. 6, pp. 1276–1279, June 2018.
25. Minhoe Kim, Nam-I Kim, Woongsup Lee, and Dong-Ho Cho, Deep Learning Aided SCMA, IEEE Communications Letters, vol. 22, no. 4, pp. 720–723, April 2018.
24. Moon-Je Cho, Woongsup Lee, and Tae-Won Ban, Backhaul Traffic Reduction Using Limited Feedback in Cellular Frequency Division Duplex Uplink Networks, Computers & Electrical Engineering, vol. 67, no. 3, pp. 38-51, April 2018.
23. Bang Chul Jung and Woongsup Lee, Performance Analysis of Opportunistic CSMA Schemes in Cognitive Radio Networks, Springer Wireless Networks (WINET), vol. 24, no. 3, pp. 833–845, April 2018.
22. Minhoe Kim, Woongsup Lee, and Dong-Ho Cho, A Novel PAPR Reduction Scheme for OFDM system base on Deep Learning, IEEE Communications Letters, vol. 22, no. 3, pp. 510–513, March 2018.
21. Bang Chul Jung and Woongsup Lee, A Practical Physical-Layer Network Coding with Spatial Modulation in Two-Way Relay Networks, The Computer Journal, vol. 61, no. 2, pp. 264–272, February 2018.
20. Elhadji Makhtar Diouf and Woongsup Lee, An implementation of LTE simulator based on NS-3 for evaluating D2D performance, IEICE Transactions on Fundamentals, vol. E100.A, no. 10, pp. 2216–2218, October 2017.
19. Sungmin Cho, Youngseok Oh, Heejung Yu, and Woongsup Lee, A New Cellular Network Structure Deploying Shared Relays with Sectorization, Springer Wireless Personal Communications, vol. 94, no. 4, pp. 2987–2999, June 2017.
18. Sung-Yeop Pyun, Woongsup Lee, and Dong-Ho Cho, Resource Allocation Scheme for Multihop Cellular Networks using Directional Transmission, Springer Wireless Personal Communications, vol. 94, no. 4, pp. 3355–3369, June 2017.
17. Woongsup Lee and Bang Chul Jung, Pricing-Based Distributed Spectrum Access for Cognitive Radio Networks with Geolocation Database, IET Communications, vol. 11, no. 5, pp. 733 - 738, April 2017.
16. Woongsup Lee and Bang Chul Jung, Energy-Efficient On-Off Power Control of Femto-Cell Base Stations for Cooperative Cellular Networks, MDPI Applied Sciences, vol. 6, no. 11, November 2016.
15. Woongsup Lee and Bang Chul Jung, Improving Energy Efficiency of Cooperative Femtocell Networks Via Base Station Switching-Off, Mobile Information Systems, vol. 2016, Article IE 3073184, 6 pages, 2016.
14. Woongsup Lee, Juyeop Kim, and Sangwon Choi, New D2D Peer Discovery Scheme based on Spatial Correlation of Wireless Channel, IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 10120 - 10125, February 2016.
13. Woongsup Lee and Robert Schober, Analysis of Coverage in Heterogeneous Cellular Networks, IEEE Communications Letters, vol. 20, no. 6, pp. 1211-1214, June 2016.
12. Sung-Yeop Pyun, Woongsup Lee, and Dong-Ho Cho, Resource Allocation for Vehicle-to-Infrastructure Communication using Directional Transmission, IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 4, pp. 1183-1188, April 2016.
11. Woongsup Lee, Ju-Yeop Kim, and Dong-Ho Cho, Autonomous Peer Discovery Scheme for D2D Communications based on Spatial Correlation of Wireless Channel, IEICE Transactions on Communications, vol. E99-B, no. 1, pp. 224-231, January 2016.
10. Woongsup Lee, Lin Xiang, Robert Schober, and Vincent W.S. Wong, Electric Vehicle Charging Stations with Renewable Power Generators: A Game Theoretical Analysis, IEEE Transactions on Smart Grid, vol. 6, no. 2, pp. 608-617, March 2015.
9. Woongsup Lee, Lin Xiang, Robert Schober, and Vincent W.S. Wong, Direct Electricity Trading in Smart Grid: A Coalitional Game Analysis, IEEE Journal on Selected Areas in Communications, vol. 32, no. 7, pp. 1398-1411, July 2014.
8. Woongsup Lee, and Dong-Ho Cho, Comparison of Channel State Acquisition Schemes in Cognitive Radio Systems, IEEE Transactions on Wireless Communications, vol.13, no.4, pp.2295-2307, April 2014.
7. Woongsup Lee, and Dong-Ho Cho, Cooperation Based New Channel State Acquisition Scheme for Ad Hoc Cognitive Radio Systems, IEEE Transactions on Vehicular Technology, vol.62, no.7, pp.3325-3338, September 2013.
6. Woongsup Lee, and Dong-Ho Cho, Improved Cooperative Spectrum Sensing in Multiple Stages for Low-power Primary Users, IEEE Wireless Communications Letters, vol.2, no.3, pp.287-290, June 2013.
5. Woongsup Lee, and Dong-Ho Cho, Simultaneous RTS and Sequential CTS (SRSC) Considering Multiple Cooperative Relays, IEEE Transactions on Vehicular Technology, vol.62, no.5, pp.2369-2374, June 2013.
4. Woongsup Lee, and Dong-Ho Cho, Channel Selection and Spectrum Availability Check Scheme for Cognitive Radio Systems Considering User Mobility, IEEE Communications Letters, vol.17, no.3, pp.463-466, March 2013.
3. Woongsup Lee, and Dong-Ho Cho, Enhanced Group Handover Scheme in Multi-access Networks, IEEE Transactions on Vehicular Technology, vol.60, no.5, pp.2389-2395, June 2011.
2. Woongsup Lee, and Dong-Ho Cho, Enhanced Spectrum Sensing Scheme in Cognitive Radio Systems WithMIMO Antennae, IEEE Transactions on Vehicular Technology, vol.60, no.3, pp.1072-1085, March 2011.
1. Woongsup Lee, and Dong-Ho Cho, Mean Velocity Estimation of Mobile Stations by Spatial Correlation of Channels in Cellular Systems, IEEE Communications Letters, vol.13, no.9, pp.670-672, September 2009.
International Conference Proceedings
17. Seho Han, Howon Lee, Junseon Kim, and Woongsup Lee, On the Connectivity in Opportunistic D2D Networks with Hierarchical and Non-hierarchical Clustering , in Proceeding of IEEE GLOBECOM'16 Workshop on Wireless for Big Data and Big Data for Wireless, Washington, DC, USA, Dec. 2016.
16. Lin Xiang, Derrick Wing Kwan, Woongsup Lee and Robert Schober, Optimal Storage-Aided Wind Generation Integration Considering Ramping Requirements, in Proceeding of IEEE Smartgridcomm 2013, Vancouver, BC, Canada, Oct. 2013.
15. Woongsup Lee, Lin Xiang, Robert Schober, and Vincent W.S. Wong, Analysis on the Behavior of Electric Vehicle Charging Stations with Renewable Generations, in Proceeding of IEEE Smartgridcomm 2013, Vancouver, BC, Canada, Oct. 2013.
14. Woongsup Lee, and Dong-Ho Cho, Spectrum Availability Recheck Scheme (SARS) for Cognitive Radio Systems with Mobility, in Proceeding of Crowncom 2012, Stockholm, Sweden, Jun. 2012.
13. Sungjin Park, Woongsup Lee, and Dong-Ho Cho, Fair Clustering for Energy Efficiency in a Cooperative Wireless Sensor Network, in Proceeding of VTC 2012 Spring, Yokohama, Japan, May. 2012.
12. Woongsup Lee, and Dong-Ho Cho, Concurrent Spectrum Sensing and Data Transmission Scheme in a CR System, in Proceeding of WCNC 2012, Paris, France, Apr. 2012.
11. Woongsup Lee, and Dong-Ho Cho, Comparison of Channel Information Acquisition Schemes in Cognitive Radio System, in Proceeding of WCNC 2012, Paris, France, Apr. 2012.
10. Woongsup Lee, and Dong-Ho Cho, Adaptive Interference Estimation for Directional Transmission, in Proceeding of CCNC 2012, Las Vegas, NV, USA, Jan. 2012.
9. Woongsup Lee, and Dong-Ho Cho, Cooperation Based Spectrum Management Scheme in Ad-Hoc Cognitive Radio System, in Proceeding of Crowncom 2011, Osaka, Japan, June 2011.
8. Woongsup Lee, and Dong-Ho Cho, Distributed Scheduling Algorithm For Cooperative Transmission With Multiple Relays, in Proceeding of Crowncom 2011, Osaka, Japan, June 2011.
7. Woongsup Lee, and Dong-Ho Cho, Group Handover Scheme Using Adjusted Delay for Multi-Access Networks, in Proceeding of ICC 2010, Cape Town, South Africa, May. 2010.
6. Woongsup Lee, and Dong-Ho Cho, Downlink Power Control Scheme for Smart Antenna Based Wireless Systems, in Proceeding of VTC 2010 Spring, Taipei, Taiwan, May. 2010.
5. Woongsup Lee, and Dong-Ho Cho, A New Neighbor Discovery Scheme Based on Spatial Correlation of Wireless Channel, in Proceeding of VTC 2009 Spring, Barcelona, Spain, April 2009.
4. Woongsup Lee, and Dong-Ho Cho, A New Velocity Estimation Scheme Based on Spatial Correlation of Wireless Communication Channel, in Proceeding of WCNC 2009, Budapest, Hungary April 2009.
3. Woongsup Lee, and Dong-Ho Cho, CQI Feedback Reduction Based on Spatial Correlation in OFDMA System, in Proceeding of VTC 2008 Fall, Calgary, BC, Canada, September 2008.
2. Woongsup Lee, and Dong-Ho Cho, Sensing Optimization Considering Sensing Capability of Cognitive Terminal in Cognitive Radio System, in Proceeding of Crowncom 2008, Singapore, Singapore, May 2008.
1. Woongsup Lee, Howon Lee and Dong-Ho Cho, Cognition Based Seamless Transmissions by Using Underlay-Overlay Switching Method in Future Wireless Communication System, in Proceeding of Crowncom 2007, Orlando, Fl, USA, August 2007.
Domestic Journal Publications
6. Woongsup Lee, 무선채널의 공간적 연관성을 이용한 주변단말 탐색방안, 한국정보통신학회논문지, vol. 19, no. 10, pp. 2256-2262, October 2015.
5. Woongsup Lee, Tae-Won Ban, and Bang-Chul Jung, 이종 일차 시스템을 고려한 인지 라디오 기술에서의 협력 대역 센싱 방안, 한국정보통신학회논문지, vol. 19, no. 7, pp. 1546-1553, July 2015.
4. Woongsup Lee, Bang-Chul Jung, and Tae-Won Ban, 방향성 전송을 사용하는 이동통신 시스템을 고려한 파워 할당 방안, 한국정보통신학회논문지, vol. 18, no. 11, pp. 2621-2627, November 2014.
3. Woongsup Lee and Kil-Young Sung, 방향성 전송을 사용하는 셀룰러 이동 통신 시스템을 위한 간섭량예측 방안 및 시스템 레벨 시뮬레이션을 통한 성능 분석, 한국정보통신학회논문지, vol. 18, no. 9, pp. 2117-2123, September 2014.
2. Woongsup Lee and Howon Lee, Performance Evaluation of Coordinated Multi-Point transmission and reception (CoMP) in the Indoor Mobile Communication Systems, KIICE Journal of Information and Communication Convergence Engineering (JICCE), vol. 11, no. 3, pp. 167-172, September 2013.
1. Woongsup Lee and Howon Lee, 옥내용 모바일 통신 시스템을 위한 적응적 Load-Balancing 알고리즘 제안 및 시스템 레벨 시뮬레이션 기반 성능 분석, 한국정보통신학회논문지, vol. 17, no. 11, pp. 2563-2568, November 2013.
Domestic Conference Proceedings
5. Sungkin Park, Woongsup Lee, and Dong-Ho Cho, Design and Implementation of System Level Simulator based on BDMA(Beam Division Multiple Access) in Hybrid Networks, in Proceeding of Joint Conference on Communications and Informations, 2014.
4. Woongsup Lee, Ohyun Jo and Dong-Ho Cho, Efficient Network Management based on Fast Fault Discovery for Indoor WiBro System, in Proceeding of Joint Conference on Communications and Informations, 2008.
3. Woongsup Lee, and Dong-Ho Cho, Seamless Spectrum Sensing Scheme for Cognitive Radio System, Summer Conference of Korea Information and Communications Society, 2009.
2. Woongsup Lee, and Dong-Ho Cho, New Scheduling Scheme for Cooperative Transmission with Multiple Relays, Fall Conference of Korea Information and Communications Society, 2010.
1. Woongsup Lee, and Dong-Ho Cho, New Handover Scheme for Group Movement, Joint Conference on Communications and Informations, 2011.