SANGMYUNG UNIVERSITY

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교수프로필

신경섭 사진
신경섭
  • 학위: 박사
  • 연구실 : (T관)경영경제대학관(밀레니엄관) (T209)
  • 연락처 : 02-2287-6154
  • 세부전공 : 정보통신융합시스템
홈 이메일
학위
  • 박사, 한국과학기술원 전기및전자공학과 (세부전공 : 정보통신융합시스템), 201502
  • 석사, 한국과학기술원 전기및전자공학과 (세부전공 : 정보통신융합시스템), 201102
  • 학사, 한국과학기술원 전기및전자공학과, 200901
경력
  • 부교수, 상명대학교, (2020.03~ )
  • 조교수, 세명대학교, (2017.09~2020.03)
  • 선임연구원, (주)KT, (2015.02~2017.08)
논문
  • Multi-UAV trajectory optimizer: A sustainable system for wireless data harvesting with deep reinforcement learning, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 202304
  • Knowledge Transfer-based Multi-agent Q-learning for Medium Access in Dense Cellular Networks, IEEE Wireless Communications Letters, 202212
  • Effect of optimum current-collector design on electrochemical performance of Mg-air primary batteries for large-scale energy storage, INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 202207
  • Iterative Learning for Reliable Link Adaptation in the Internet of Underwater Things, IEEE ACCESS, 2021
  • Joint Scheduling and Power Allocation Using Non-Orthogonal Multiple Access in Multi-Cell Beamforming Networks, ELECTRONICS, 202006
  • Distributed reinforcement learning scheme for environmentally adaptive IoT network selection, ELECTRONICS LETTERS, 202004
  • CoRL: Collaborative Reinforcement Learning-Based MAC Protocol for IoT Networks, ELECTRONICS, 202001
  • Exploiting Self-Reserving Spectrum to Reduce Service Dropping Probability in Cognitive Radio Systems, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 201904
  • Joint scheduling and power allocation using non-orthogonal multiple access in directional Beam-based WLAN, IEEE Wireless Communication Letters, 201705
  • Repetitive element signature-based visualization, distance computation, and classification of 1,766 microbial genomes, Elsevier Genomics, 201507
  • Per-node throughput enhancement in Wi-Fi densenets, IEEE Comunications Magazine, 201501
  • DiBA: Distributed Bottleneck Alleviation Scheme in Wireless Multi-Hop Sensor Networks, IEEE Communication Letters, 201403
  • REViewer: A tool for linear visualization of repetitive element (RE) occurrences in RE arrays and other queries, Elsevier Genomics, 201310
  • Large sub-chromosomal and interrelated clusters of repetitive element arrays predominantly represent reference mouse chromosome Y, Springer Chromosome Research, 201303
  • REMinerⅡ: A Tool for Rapid Identification and Configuration of Repetitive Element Arrays from Large Mammalian Chromosomes as a Single Query, Elsevier Genomics, 201209
  • REMiner: A tool for unbiased mining and analysis of repetitive elements and their arrangement structures of large chromosomes, Elsevier Genomics, 201111
학술발표
  • ARIMA를 이용한 배터리 수명예측성능분석, 한국통신학회, 20230209
  • Gaussian Process Regression을 이용한 배터리 수명예측에 관한 연구 , 한국통신학회, 20230209
  • 밀집된 통신기기의 무선접속 알고리즘에 적용할 수 있는 강화학습 알고리즘에 대한 비교 연구, 한국통신학회, 20211118
  • Ocean Current Prediction Model Based on Machine Learning for Deciding Handover Priority in Underwater Wireless Sensor Networks, ICAIIC, 20200219
  • Iterative Learning for Reliable Underwater Link Adaptation, AAAI, 20200209
  • Fast search of locally repetitive elements based on auto-correlation property in genome, IEEE BIBE, 20131112
  • Cooperative communication with joint optimization of cluster size and resource allocation in wireless sensor networks, IEEE MilCom, 20121031
  • LRNC: Lifetime-aware Routing using Network Coding in Wireless Sensor Network, IEEE CCNC, 20120116
  • Multi-channel MAC Protocol for QoS Support in Ad-hoc Network, IEEE CCNC, 20110110
  • Unbiased Mining Tool of Repetitive Elements and Their Arrangement Structure for Large Size Genomes, ICTC, 20101122