Publications

1. J.-W. Jang, G.-W. Kim, D.-Y. Kim, et al., Korean translation contributors of James W. Nilsson and Susan A. Riedel, Electric Circuits, 12th Edition, Pearson, 2025. [link]

<Manuscript in preparation>

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. 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]

3. 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.

4. Donghyeon Kim, Chae-Bong Sohn, Do-Yup Kim*, and Dae-Yeol Kim, "A taxonomy and theoretical analysis of collapse phenomena in unsupervised representation learning," submitted to Engineering, Jul. 2025.

<Published Papers>

5. 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, to be published. [link][pdf] (SCIE, IF 7.1, JCR 11.1%)

6. 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 7.1, JCR 11.1%)

7. 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, vol. 12, no. 12, pp. 19882-19900, Jun. 2025. [link][pdf] (SCIE, IF 8.2, JCR 3.4%)

8. 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 2.2%)

9. 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 2.2%)

10. 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 2.2%)

11. 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 17.6%)

12. 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 3.476, JCR 37.86%)

13. 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 4.325, JCR 21.09%)

14. 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 4.754, JCR 29.57%)

15. 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)

16. 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 8.346, JCR 9.14%)

17. 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 9.471, JCR 3.42%)

18. 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 7.016, JCR 7.88%)

19. 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 7.016, JCR 7.88%)

20. 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 3.745, JCR 22.12%)

21. 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 9.515, JCR 2.82%)

22. 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 3.096, JCR 20.61%)

23. 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 3.557, JCR 18.15%)

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. 권보규, 김도엽*, "실시간 지능형 네트워크 제어를 통한 서비스 품질 보장 전략," 대한전자공학회 하계종합학술대회, Jun. 2025.

2. 권보규, 주유민, 이지욱, 김도엽*, "도심 UAV 기지국의 3차원 공간-빔 최적화를 통한 커버리지 향상 방법에 관한 연구," 한국통신학회 하계종합학술발표회, Jun. 2025.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

22. 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.