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Physical-layer communications
MIMO communication systems
Machine-learning-aided communications
Wireless communications for distributed machine learning
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교수 프로필
전요셉
교수Yoseb Jeon
무선통신 및 기계학습 연구실 · LG-419
Background
학력
2012.03~2016.08
POSTECH 공학박사-Electrical Engineering
2008.03~2012.02
POSTECH 공학사-Electrical Engineering
Experience
주요경력
2020.02 - 현재
POSTECH 전자전기공학과, 조교수
2018.09 - 2020.01
Princeton University, Postdoctoral Research Fellow
2016.09 - 2018.08
POSTECH, Postdoctoral Research Associate
Focus
전문분야
Publications
학술지
– 국제전문학술지
Robust Data Detection for MIMO Systems with One-Bit ADCs: A Reinforcement Learning Approach, IEEE Transactions on Wireless Communications, 2020.
On the Capacity of MISO Channels with One-Bit ADCs and DACs, IEEE Journal on Selected Areas in Communications, Sep. 2019.
Soft-Output Detection Methods for Sparse Millimeter Wave MIMO Systems with Low-Precision ADCs, IEEE Transactions on Communications, Apr. 2019.
Supervised-Learning-Aided Communication Framework for MIMO Systems with Low-Resolution ADCs,” IEEE Transactions on Vehicular Technology, Aug. 2018.
One-Bit Sphere Decoding for Uplink Massive MIMO Systems with One-Bit ADCs, IEEE Transactions on Wireless Communications, July 2018.
Large System Analysis of Two-Stage Beamforming with Limited Feedback in FDD Massive MIMO Systems, IEEE Transactions on Vehicular Technology, June 2018.
Degrees of Freedom and Achievable Rate of Wide-Band Multi-cell Multiple Access Channels with No CSIT, IEEE Transactions on Communications, Apr. 2018.
Distributed Uplink Reception in Cloud Radio Access Networks: A Linear Coding Approach, IEEE Transactions on Vehicular Technology, Feb. 2018.
Energy Beamforming for Wireless Power Transfer in MISO Heterogeneous Network with Power Beacon, IEEE Communications Letters, May 2017.
On Achievable Rate of User Selection for MIMO Broadcast Channels with Limited Feedback, IEEE Transactions on Communications, Jan. 2017.
Time-Domain Differential Feedback for Massive MISO-OFDM Systems in Correlated Channels, IEEE Transactions on Communications, Feb. 2016.
On Achievable Multiplexing Gain of BD in MIMO Broadcast Channels with Limited Feedback, IEEE Transactions on Wireless Communications, Feb. 2016.
Distributed Block Diagonalization with Selective Zero Forcing for Multicell MU-MIMO Systems, IEEE Signal Processing Letters, May 2014.
Conference
학술회의논문
– 국제학술회의
Data-aided channel estimator for MIMO systems via reinforcement learning, IEEE International Conference on Communications (ICC), June 2019.
Reinforcement-Learning-Aided Detector for Time-Varying MIMO Systems with One-Bit ADCs, IEEE Global Communications Conference (GLOBECOM), Dec. 2019.
Capacity Analysis of MISO Channels with One-Bit Transceiver,” IEEE International Symposium on Information Theory (ISIT), July 2019.
Concatenated MMSE Estimation for Quantized OFDM Systems, IEEE International Conference on Communications (ICC), May 2019.
A Low Complexity ML Detection for Uplink Massive MIMO Systems with One-Bit ADCs, IEEE 87th Vehicular Technology Conference (VTC), June 2018.
Quantized Viterbi Algorithm: Maximum Likelihood Sequence Detection for SIMO ISI Channels with Low-Precision ADCs, IEEE 87th Vehicular Technology Conference (VTC), June 2018.
Robust MLSD for Wideband SIMO Systems with One-Bit ADCs: Reinforcement-Learning Approach, IEEE International Conference on Communications Workshops (ICC Workshops), May 2018.
Reinforcement-learning-aided ML detector for uplink massive MIMO systems with low-precision ADCs, IEEE Wireless Communications and Networking Conference (WCNC), Apr. 2018.
Beamforming Design and User Grouping for FDD Massive MIMO Systems,” 8th International Conference on ICT Convergence (ICTC), Oct. 2017.
On the Degrees of Freedom of Wideband Multi-Cell Multiple Access Channels with No CSIT,” IEEE International Symposium on Information Theory (ISIT), June 2017.
Blind Detection for MIMO Systems with Low-Resolution ADCs Using Supervised Learning, IEEE International Conference on Communications (ICC), May 2017.
MIMO Systems with Low-Resolution ADCs: Linear Coding Approach,” IEEE International Conference on Communications (ICC), May 2017.
Block Diagonalization and User Selection for MIMO Broadcast Channels with Limited Feedback,” IEEE International Conference on Communications (ICC), June 2015. – 국내학술회의
양자화 된 MIMO 시스템을 위한 지도 학습 기반 검출 기법, 2017년도 한국통신학회 하계종합학술발표회 논문집, 2017년 6월.
블록 대각화 기반의 제한된 피드백을 이용한 다중 사용자 다중 입출력 시스템, 2015년도 한국통신학회 동계종합학술발표회 논문집, 2015년 1월.
Coordinated Beamforming Scheme Based on Signal and Interference Alignment for Two-Cell MU-MIMO, 2012년도 한국통신학회 추계종합학술발표회 논문집, 2012년 11월.
Intellectual Property
IP
Jongbu Lim, Namyoon Lee, Yo-Seb Jeon, Chanhong Kim, Yeohun Yun, Sungnam Hong, APPARATUS AND METHOD FOR SUPPORTING MULTIPLE ACCESS IN WIRELESS COMMUNICATION SYSTEM, 미국, 15/891048 (2018).
Namyoon Lee, Yo-Seb Jeon, Oner Orhan, Shilpa Talwar, APPARATUS AND A METHOD FOR DATA DETECTING USING A LOW BIT ANALOG-TO-DIGITAL CONVERTER, 미국, 15/463133 (2017).
임종부,이남윤,전요셉,김찬홍,윤여훈,홍성남, 무선 통신 시스템에서 다중 접속을 지원하기 위한 장치 및 방법, 한국, 10-2017-0016767 (2017).
김윤성,양기석,임기홍,전요셉,조용상,강윤성,이설민, 대규모 다중 입출력 시스템에서 피드백 및 스케쥴링 방법 및 그를 위한 장치, 한국, 10-2014-0170785 (2014).
김윤성,양기석,임기홍,김현명,조용상,전요셉,강윤성, 시간 영역 차동 피드백 방법과 이를 위한 장치, 한국, 10-2014-0012537 (2014).