Publications

<Preprints>

1. D.-Y. Kim and H.-S. Lee, "One-bit feedback-based contextual learning scheduling for network's AoI cost minimization," IEEE Internet of Things Journal, in preparation to submit.

2. J.-H. Jang and D.-Y. Kim*, "Optimal placement and beam configuration of an aerial base station in urban environments with high-rise buildings," IEEE Access, in preparation to submit.

3. D. Y. Kim, E. Goh, K. Lee,  J. Chae, J. Mun, J. Na, C.-B. Sohn, and D.-Y. Kim*, "Remote bio-sensing: Open source benchmark framework for fair evaluation of rPPG," preprint available at arXiv preprint arXiv:2307.12644, Jul. 2023. [link][pdf]

4. S.-M. Park, D.-Y. Kim, K.-W. Kim, J. Won, and J.-W. Lee*, "Dedicated AP-based interference cancellation in cell-free massive MIMO systems: Architecture and algorithm," IEEE Transactions on Vehicular Technology, submitted. (SCIE, IF 6.8, JCR 상위 14%)

<Published Papers>

5. H.-S. Lee, D.-Y. Kim, and K. Min*, "Self-improving interference management based on deep learning with uncertainty quantification," IEEE Transactions on Vehicular Technology, to be published. [link][pdf] (SCIE, IF 6.8, JCR 상위 14%)

6. Y. Cho, J. Won, D.-Y. Kim*, and J.-W. Lee*, "Optimal Placement of Aerial Base Station Utilizing Topographic Features," IEEE Internet of Things Journal, to be published. [link][pdf] (SCIE, IF 10.6, JCR 상위 2.2%)

7. J. Won, D.-Y. Kim, and J.-W. Lee*, "Joint optimization of location, beam, and radio resource for an aerial base station with controllable directional antennas," IEEE Internet of Things Journal, vol. 11, no. 16, pp. 27571-27583, Aug. 2024. [link][pdf] (SCIE, IF 10.6, JCR 상위 2.2%)

8. Y.-I. Park, D.-Y. Kim, and J.-W. Lee*, "Hybrid offline-online UAV trajectory design and subchannel allocation in UAV relaying OFDMA networks," IEEE Internet of Things Journal, vol. 11, no. 15, pp. 26173-26190, Aug. 2024. [link][pdf] (SCIE, IF 10.6, JCR 상위 2.2%)

9. D.-Y. Kim, D.-E. Lee, J.-W. Kim, and H.-S. Lee*, "Collaborative policy learning for dynamic scheduling tasks in cloud-edge-terminal IoT networks using federated reinforcement learning," IEEE Internet of Things Journal, vol. 11, no. 6, pp. 10133-10149, Mar. 2024. [link][pdf] (SCIE, IF 10.6, JCR 상위 2.2%)

10. H.-S. Lee, D.-Y. Kim, and K. Min*, "Universal dynamic pilot allocation for beam alignment based on multi-armed bandits," IEEE Wireless Communications Letters, vol. 13, no. 3, pp. 756-760, Mar. 2024. [link][pdf] (SCIE, IF 6.3, JCR 상위 17.6%)

11. E. Goh, D.-Y. Kim, K. Lee*, S. Oh, J.-E. Chae, and D.-Y. Kim*, "Blockchain-enabled federated learning: A reference architecture design, implementation, and verification," IEEE Access, vol. 11, pp. 145747-145762, Dec. 2023. [link][pdf] (SCIE, IF 3.9, JCR 상위 36.2%)

12. D.-Y. Kim*, C.-B. Sohn, and H.-S. Lee*, "Dynamic joint scheduling of anycast transmission and modulation in hybrid unicast-multicast SWIPT-based IoT sensor networks," IEEE Sensors Journal, vol. 23, no. 24, pp. 31345-31358, Dec. 2023. [link][pdf] (SCIE, IF 4.3, JCR 상위 23%)

13. J. Won, D.-Y. Kim, Y.-I. Park, and J.-W. Lee*, "A survey on UAV placement and trajectory optimization in communication networks: From the perspective of air-to-ground channel models," ICT Express, vol. 9, no. 3, pp. 385-397, Jun. 2023. [link][pdf] (SCIE, IF 5.4, JCR 상위 27.8%)

14. H.-S. Lee, S. Moon, D.-Y. Kim, and J.-W. Lee*, "Packet-based fronthauling in 5G networks: Network slicing-aware packetization," IEEE Communications Standards Magazine, vol. 2, no. 7, pp. 56-63, Jun. 2023. [link][pdf] (SCOPUS)

15. D.-Y. Kim, W. Saad, and J.-W. Lee*, "On the use of high-rise topographic features for optimal aerial base station placement," IEEE Transactions on Wireless Communications, vol. 22, no. 3, pp. 1868-1884, Mar. 2023. [link][pdf] (SCIE, IF 10.4, JCR 상위 5.6%)

16. S.-M. Park, D.-Y. Kim, K.-W. Kim, and J.-W. Lee*, "Joint antenna and device scheduling in full-duplex MIMO wireless-powered communication networks," IEEE Internet of Things Journal, vol. 9, no. 19, pp. 18908-18923, Oct. 2022. [link][pdf] (SCIE, IF 10.6, JCR 상위 2.2%)

17. H.-S. Lee, D.-Y. Kim, and J.-W. Lee*, "Radio and energy resource management in renewable energy-powered wireless networks with deep reinforcement learning," IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 5435-5449, Jul. 2022. [link][pdf] (SCIE, IF 10.4, JCR 상위 5.6%)

18. D.-Y. Kim, H. Jafarkhani, and J.-W. Lee*, "Low-complexity dynamic resource scheduling for downlink MC-NOMA over fading channels," IEEE Transactions on Wireless Communications, vol. 21, no. 5, pp. 3536-3550, May 2022. [link][pdf] (SCIE, IF 10.4, JCR 상위 5.6%)

19. Y.-X. Zhu, D.-Y. Kim (co-first author), and J.-W. Lee*, "Joint antenna and user scheduling in the massive MIMO system over time-varying fading channels," IEEE Access, vol. 9, pp. 92431-92445, Jul. 2021. [link][pdf] (SCIE, IF 3.476, JCR 상위 37.86%)

20. D.-Y. Kim and J.-W. Lee*, "Joint mission assignment and topology management in the mission-critical FANET," IEEE Internet of Things Journal, vol. 7, no. 3, pp. 2368-2385, Mar. 2020. [link][pdf] (SCIE, IF 9.471, JCR 상위 3.42%)

21. D.-Y. Kim, H.-S. Lee, K.-W. Kim, and J.-W. Lee*, "Dual amplitude shift keying with double half-wave rectifier for SWIPT," IEEE Wireless Communications Letters, vol. 8, no. 4, pp. 1020-1023, Aug. 2019. [link][pdf] (SCIE, IF 4.660, JCR 상위 15.6%)

22. D.-Y. Kim and J.-W. Lee*, "Integrated topology management in flying ad hoc networks: Topology construction and adjustment," IEEE Access, vol. 6, pp. 61196-61211, Nov. 2018. [link][pdf] (SCIE, IF 4.098, JCR 상위 14.52%)

1. D.-Y. Kim and D.-Y. Kim*, "Interim Study: Optimization of Aerial Base Station Placement and Beam Configuration in Urban Environments," in Proc. SCIS&ISIS2024, Himeji, Japan, Nov. 2024.

2. D.-Y. Kim, H. Ryu, Y. Kim, and D.-Y. Kim*, "Interim Study: Optimizing Color Spaces for Non-Contact SpO2 Measurement Using Reinforcement Learning," in Proc. SCIS&ISIS2024, Himeji, Japan, Nov. 2024.

3. S.-M. Park, D.-Y. Kim, and J.-W. Lee*, "Beamforming for O-RAN-based cell-free mMIMO systems with multiple CPUs," in Proc. ICTC 2024, Jeju, Korea, Oct. 2024, pp. 1742-1743.

4. D.-Y. Kim and D.-Y. Kim*, "Potential of joint optimization of aerial base station placement and beam configuration in urban environments with high-rise buildings," in Proc. IWMCA 2024, Sapporo, Japan, Aug. 2024, pp. 18-19.

5. Y.-I. Park, D.-Y. Kim, and J.-W. Lee*, "Joint trajectory design and sub-channel allocation in the UAV relaying OFDMA network," in Proc. IEEE VTC2023-Spring, Florence, Italy, Jun. 2023. [link]

6. S.-M. Park, D.-Y. Kim, K.-W. Kim, and J.-W. Lee*, "Cell-free massive MIMO system with dedicated interference cancellation access points," in Proc. IEEE VTC2023-Spring, Florence, Italy, Jun. 2023. [link]

7. Y.-I. Park, D.-Y. Kim, and J.-W. Lee*, "Joint trajectory and charging power optimization for laser-charged UAV relaying networks," in Proc. ICTC 2022, Jeju, Korea, Oct. 2022, pp. 224-229. [link]

8. J. Won, D.-Y. Kim, and J.-W. Lee*, "Joint optimization of placement, beamwidth, and power allocation in the UAV-enabled network," in Proc. ICTC 2022, Jeju, Korea, Oct. 2022, pp. 236-238. [link]

9. D.-Y. Kim, H. Jafarkhani, and J.-W. Lee*, "Low-complexity joint user and power scheduling for downlink NOMA over fading channels," in Proc. IEEE VTC2021-Spring, Virtual, Apr. 2021. [link]

10. D.-Y. Kim and J.-W. Lee*, "Joint mission assignment and location management for UAVs in mission-critical flying ad hoc networks," in Proc. ICTC 2018, Jeju, Korea, Oct. 2018, pp. 323-328. [link]

11. D.-Y. Kim and J.-W. Lee*, "Topology construction for flying ad hoc networks (FANETs)," in Proc. ICTC 2017, Jeju, Korea, Oct. 2017, pp. 153-157. [link]

1. 김도엽*, "IoT 센서 네트워크에서 SWIPT 스케줄링에 관한 연구," 한국지능시스템학회 논문지, 33권, 4호, pp. 344-350, Aug. 2023. [link][pdf]

2. 신종민, 김도엽, 이장원*, "무선 전력 전송을 통한 IoT 기기 에너지 공급을 위한 UAV Trajectory 및 Beamwidth 최적화," 한국통신학회논문지, 47권, 5호, pp. 760-769, May 2022. [link][pdf]

3. 김도엽, 이장원*, "환경 변화에 적응적인 FANET 토폴로지 재구성," 한국통신학회논문지, 44권, 1호, pp. 117-120, Jan. 2019. [link][pdf]

4. 김도엽, 이장원*, "무인비행체 네트워크에서 토폴로지 운용기술 연구 동향," 한국통신학회논문지, 43권, 2호, pp. 333-343, Feb. 2018. [link][pdf]

1. 김동현, 김대열, 손채봉, 김도엽, "S-변환 기반 시간-주파수 분석을 통한 ECG 부정맥 탐지에 관한 연구," 한국지능시스템학회 추계학술대회, Nov. 2024.

2. 류한율, 박민규, 김대열, 김도엽, "UAV 객체 탐지를 통한 지상 무기체계 고각 및 방위각 예측 연구," 한국지능시스템학회 추계학술대회, Nov. 2024.

3. 박민규, 류한율, 김대열, 김도엽, 이예솝, "TGA와 FT-IR 데이터를 활용한 리그닌 저분자화 성분 예측 연구," 한국지능시스템학회 추계학술대회, Nov. 2024.

4. 김도엽*, 김대열, "동적 네트워크 환경에서의 시변 정보 인지 의사결정: 기회주의적 및 지능적 접근법," 한국지능시스템학회 춘계학술대회, Apr. 2024. (우수논문상 수여 [link])

5. 류한율, 김도엽, 김대열*, "rPPG 신호를 통한 산소포화도 측정 방안 연구: Fitzpatrick 피부 유형에 따른 성능 평가," 한국지능시스템학회 춘계학술대회, Apr. 2024. (우수논문상 수여 [link])

6. 류한율, 김대열, 김도엽*, "PCB 구성 요소 고정밀 인식을 위한 SAM 모델 적용에 관한 연구," 대한전자공학회 전자·통신 학술대회, Dec. 2023.

7. 김도엽, 김대열*, "계층적 네트워크에서 협력연구에 관한 연구," 한국지능시스템학회 추계학술대회, Nov. 2023.

8. 김대열, 김도엽*, "데이터 주권 확보가 가능한 WorldID 기반 원격진료 헬스케어 서비스," 한국지능시스템학회 추계학술대회, Nov. 2023.

9. 장재형, 김도엽*, "지형지물을 고려한 공중기지국 빔 최적화를 통한 통신 서비스 영역 최대화 연구," 한국통신학회 하계종합학술발표회, Jun. 2023.

10. 김도엽*, "SWIPT 기반 IoT 센서 네트워크에서 센서 및 변조 기법 스케줄링," 한국지능시스템학회 춘계학술대회, Apr. 2023. (우수논문상 수여 [link])

11. 김도엽*, "무선통신망에서 최적의 자원 할당을 위한 시스템 환경 독립적 강화학습에 관한 연구," 대한전자공학회 전자·통신 학술대회, Dec. 2022.

12. 김도엽, 이장원*, "IoT 기기의 안정적 에너지 공급을 위한 지형지물 정보를 활용한 UAV 배치 및 자원 할당에 관한 연구," 한국통신학회 하계종합학술발표회, Jun. 2021.

13. 김다윗, 김도엽, 김경원, 이장원*, "다중 안테나 네트워크에서의 강화학습 기반 무선 자원 할당에 관한 연구," 한국통신학회 하계종합학술발표회, Jun. 2021.

14. 원종현, 김도엽, 이장원*, "백홀 용량이 제한된 네트워크에서 무인항공기 배치 및 자원 할당에 관한 연구," 한국통신학회 하계종합학술발표회, Jun. 2021.

15. 박성민, 김도엽, 김경원, 이장원*, "Full-duplex MISO wireless powered communication network에서 빔포밍 및 IoT device 선택에 관한 연구," 통신정보 합동학술대회 (JCCI 2021), Apr. 2021.

16. 김도엽, 이장원*, "지형지물 정보를 고려한 UAV-BS 배치 및 자원 할당에 관한 연구," 한국통신학회 동계종합학술발표회, Feb. 2021.

17. 주원흠, 김도엽, 이장원*, "Joint antenna and user selection in downlink massive MIMO systems," 한국통신학회 추계종합학술발표회, Nov. 2020.

18. 성준혁, 이동헌, 김도엽, 이장원, 최수용*, "비동기 비직교 다중 액세스를 적용한 uplink symbiotic backscatter system 분석," 대한전자공학회 하계종합학술대회, Aug. 2020.

19. 김도엽, 이장원*, "FANET에서 중계 UAV 배치 문제에 대한 메타휴리스틱 알고리즘 성능 비교," 한국통신학회 동계종합학술대회, Jan. 2019.

20. 김도엽, 이장원*, "공중 애드 혹 네트워크 환경에서 안정적인 통신을 위한 무인항공기 배치에 관한 연구," 한국통신학회 하계종합학술대회, Jun. 2018.

1. J.-W. Lee and D.-Y. Kim, "Optimal placement of UAV under a channel model reflecting topographic information," Korea Patent Application 10-2023-0114842, Aug. 30, 2023.

2. J.-W. Lee, J. Won, and D.-Y. Kim, "Joint optimization of placement, beamwidth, and power allocation in the UAV with directional antenna," Korea Patent Application 10-2023-0114803, Aug. 30, 2023.

3. J.-W. Lee, Y.-I. Park, D.-Y. Kim, "Joint optimization of trajectory and charging power for laser-charged UAV relaying network," Korea Patent Application 10-2023-0114790, Aug. 30, 2023.

4. J.-W. Lee, Y.-I. Park, D.-Y. Kim, "Joint optimization of trajectory and sub-channel allocation in the UAV relaying OFDMA network," Korea Patent Application 10-2023-0114771, Aug. 30, 2023.

5. J.-W. Lee, D.-Y. Kim, H.-S. Lee, and K.-W. Kim, “Apparatus and method for transmitting and receiving information and power in wireless communication system,” U.S. Patent Registration 10,411,764, Sep. 10, 2019. [link]

6. J.-W. Lee, D.-Y. Kim, H.-S. Lee, and K.-W. Kim, “Apparatus and method for transmitting and receiving information and power in wireless communication system,” Korea Patent Registration 10-2123638, Jun. 10, 2020.

7. H.-D. Noh, J.-W. Lee, Y.-W. Kwak, Y.-S. Kim, S. Moon, H.-S. Lee, and D.-Y. Kim, “Method and apparatus for data transceiving,” Korea Patent Registration 10-2322069, Oct. 29, 2021.