논문 및 연구활동 |
- 연구활동(주요논문)
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[논문]
이원재, 김태윤, 김진기, 김재현, 정소이,
Group contention-based full-duplex unmanned aerial vehicle relay system
, ICT Express
, pp.1
-6
(Jun, 2023)
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[논문]
정소이, Chanyoung Park, Marco Levorato, 김재현, Joongheon Kim,
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
, pp.1
-16
(Jun, 2023)
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[논문]
김태윤, 이원재, 김진기, 김재현, 정소이,
Energy-Efficient Full-Duplex MAC Protocol Design for Air-Terrestrial Communication
, JOURNAL OF COMMUNICATIONS AND NETWORKS
, pp.1
-9
(May, 2023)
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[논문]
정소이, David Mohaisen, 김재현, 김중헌,
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction
, Computer Networks
, pp.1
-9
(Apr, 2023)
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[논문]
김태윤, 정소이, 김재현,
심층 강화학습 기반 적응적 SAR 이미지 필터링 알고리즘 설계
, 한국통신학회논문지
, pp.172
-175
(Feb, 2023)
- 국제학술논문지
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[논문]
이원재, 김태윤, 김진기, 김재현, 정소이,
Group contention-based full-duplex unmanned aerial vehicle relay system
, ICT Express
, pp.1
-6
(Jun, 2023)
-
[논문]
정소이, Chanyoung Park, Marco Levorato, 김재현, Joongheon Kim,
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
, pp.1
-16
(Jun, 2023)
-
[논문]
김태윤, 이원재, 김진기, 김재현, 정소이,
Energy-Efficient Full-Duplex MAC Protocol Design for Air-Terrestrial Communication
, JOURNAL OF COMMUNICATIONS AND NETWORKS
, pp.1
-9
(May, 2023)
-
[논문]
정소이, David Mohaisen, 김재현, 김중헌,
Truthful and performance-optimal computation outsourcing for aerial surveillance platforms via learning-based auction
, Computer Networks
, pp.1
-9
(Apr, 2023)
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[논문]
박수현, 박찬영, 김재현, 정소이, 김중헌,
Workload-Aware Scheduling using Markov Decision Process for Infrastructure-Assisted Learning-Based Multi-UAV Surveillance Networks
, IEEE Access
, pp.16533
-16548
(Feb, 2023)
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[논문]
Won Joon Yun, Jae Pyoung Kim, 김재현, 정소이, Joongheon Kim,
Quantum Multi-Agent Actor-Critic Neural Networks for Internet-Connected Multi-Robot Coordination in Smart Factory Management
, IEEE Internet of Things Journal
, pp.1
-1
(Jan, 2023)
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[논문]
윤원준, Sean Kwon, 신명재, 정소이, 김중헌,
Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles
, JOURNAL OF COMMUNICATIONS AND NETWORKS
, pp.710
-721
(Dec, 2022)
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[논문]
이해민, Sean Kwon, 정소이, 김중헌,
Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery
, JOURNAL OF COMMUNICATIONS AND NETWORKS
, pp.710
-721
(Dec, 2022)
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[논문]
윤원준, David A. Mohaisen, 박수현, 신명재, 김재현, 정소이, 김중헌,
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
, IEEE Transactions on Industrial Informatics
, Vol.18
, No.10
, pp.7086
-7096
(Oct, 2022)
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[논문]
정소이, 김지형, 윤미영, 이문식, 김재현, 김중헌,
Trustworthy Handover in LEO Satellite Mobile Networks
, ICT Express
, Vol.8
, No.3
, pp.432
-437
(Sep, 2022)
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[논문]
김경록, 이정훈, 정소이, 김재현, 김중헌,
Stabilized Detection Accuracy Maximization using Adaptive SAR Image Processing in LEO Networks
, IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
, pp.5661
-5665
(May, 2022)
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[논문]
하유정, 유민재, 이구상, 정소이, 김중헌, 유시환,
Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset
, Scientific Reports
, pp.1534
-1534
(Jan, 2022)
- 국내학술논문지
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[논문]
김태윤, 정소이, 김재현,
심층 강화학습 기반 적응적 SAR 이미지 필터링 알고리즘 설계
, 한국통신학회논문지
, pp.172
-175
(Feb, 2023)
- 국제학술발표
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[학술회의]
Gyu Seon Kim, 김재현, 정소이, Joongheon Kim, Chanyoung Park, Hyunsoo Lee,
Hybrid MAC for Military UAV Networks
, 2023 International Conference on Information Networking (ICOIN)
(Jan, 2023)
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[학술회의]
정소이, 김재현, 김중헌,
NR-V2X 네트워크에서 최적의 자원할당을 통한 효과적인 차량 안전 메시지 전송 기법
, 한국통신학회 추계종합학술발표회
(Nov, 2022)
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[학술회의]
김규선, 김재현, 정소이, 김중헌, 이현수,
자가학습 기반 Hybrid MAC을 적용한 군용 UAV 통신 모델 연구
, 한국통신학회 추계종합학술발표회
(Nov, 2022)
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[학술회의]
박상현, 정소이, 김중헌, 박재윤,
Deep Reinforcement Learning for Complex Topography in Urban Aerial Mobility: Sesnsor-based Calibration and Visualization
, IEEE International Conference on ICT Convergence (ICTC)
(Oct, 2022)
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[학술회의]
윤원준, 정소이, 김종국, 김중헌, David Mohaisen,
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly
, ACM Conference on Information and Knowledge Management (CIKM)
(Oct, 2022)
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[학술회의]
Hyunsoo Lee, Joongheon Kim, 김재현, 정소이, Won Joon Yun,
DDPG-based Deep Reinforcement Learning for Loitering Munition Mobility Control: Algorithm Design and Visualization
, IEEE VTS APWCS 2022
(Aug, 2022)
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