교수소개

조교수

김도엽
직책/직급
조교수
주전공
Optimization, machine learning, and algorithm design for communication networks
담당과목
전화번호
032-835-8189
이메일
doyup@inu.ac.kr
홈페이지
https://www.doyup.com/
학력

2022.02.21 연세대학교  (박사)

2016.02.23 광운대학교  (학사)

경력

2022.09 ~ 2024.02 경남대학교 정보통신AI공학과(인공지능학과) (조교수)

2022.03 ~ 2022.08 The Ohio State University (Department of Electrical and Computer Engineering) (Post-Doctoral Scholar)

2021.07 ~ 2022.03 Virginia Tech (The Bradley Department of Electrical and Computer Engineering) (Visiting Scholar)

연구실적
<논문> 

Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud–Edge–Terminal IoT Networks Using Federated Reinforcement Learning, IEEE Internet of Things Journal , 제11권(집) , 제6호 , PP.10133~10149 , 2024.03.15

Collaborative policy learning for dynamic scheduling tasks in cloud-edge-terminal IoT networks using federated reinforcement learning, IEEE Internet of Things Journal , 제11권(집) , 제6호 , 2024.03.15

Universal Dynamic Pilot Allocation for Beam Alignment Based on Multi-Armed Bandits, IEEE Wireless Communications Letters , 제13권(집) , 제3호 , PP.756~760 , 2024.03.01

Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification, IEEE Access , 제11권(집) , 2023.12.28

Dynamic joint scheduling of anycast transmission and modulation in hybrid unicast-multicast SWIPT-based IoT sensor networks, IEEE SENSORS JOURNAL , 제23권(집) , 제24호 , 2023.12.15

IoT 센서 네트워크에서 SWIPT 스케줄링에 관한 연구, 한국지능시스템학회 논문지 , 2023.08.01

Packet-based fronthauling in 5G networks: Network slicing-aware packetization, IEEE Communications Standards Magazine , 제7권(집) , 제2호 , 2023.06.01

A survey on UAV placement and trajectory optimization in communication networks: From the perspective of air-to-ground channel models, ICT Express , 제9권(집) , 제3호 , 2023.06.01

On the use of high-rise topographic features for optimal aerial base station placement, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , 제22권(집) , 제3호 , 2023.03.10

Joint Antenna and Device Scheduling in Full-Duplex MIMO Wireless-Powered Communication Networks, IEEE Internet of Things Journal , 2022.10.01

Radio and Energy Resource Management in Renewable Energy-Powered Wireless Networks With Deep Reinforcement Learning, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , 2022.07.01

Low-Complexity Dynamic Resource Scheduling for Downlink MC-NOMA Over Fading Channels, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , 2022.05.01

무선 전력 전송을 통한 IoT 기기 에너지 공급을 위한 UAV Trajectory 및 Beamwidth 최적화, 한국통신학회논문지 , 2022.05.01

Joint Antenna and User Scheduling in the Massive MIMO System Over Time-Varying Fading Channels, IEEE Access , 2021.07.05

Joint Mission Assignment and Topology Management in the Mission-Critical FANET, IEEE Internet of Things Journal , 2020.03.01

Dual Amplitude Shift Keying With Double Half-Wave Rectifier for SWIPT, IEEE Wireless Communications Letters , 제8권(집) , 제4호 , PP.1020~1023 , 2019.08.01

환경 변화에 적응적인 FANET 토폴로지 재구성, 한국통신학회논문지 , 2019.01.01

Integrated Topology Management in Flying Ad Hoc Networks: Topology Construction and Adjustment, IEEE Access , 2018.11.09

무인비행체 네트워크에서 토폴로지 운용기술 연구 동향, 한국통신학회논문지 , 2018.02.01