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Hyeonjong Yang

Seoul National University · 工学

研究室紹介

Professor Hyeonjong Yang's research lab specializes in advanced wireless communication systems, with a focus on interference management, massive MIMO, and physical layer network coding in multi-user and multi-relay scenarios. The lab develops innovative signal processing techniques such as opportunistic interference alignment, lattice coding, and precoding schemes to enhance spectral efficiency and degrees of freedom in interference-limited cellular networks. Key research directions include user scheduling, limited feedback strategies, and practical implementations of advanced MIMO techniques for next-generation wireless systems.

interference alignmentMIMOphysical layer network codingopportunistic transmissionlattice coding

Research Overview

Papers
161
Total Citations
1,499
Papers (5y)
60
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
60total
2022
2023
2024
2025
2026
Citations per year (5y)
145total
20222023202420252026

Selected Papers

15
1
Article|88 citations·2013
Opportunistic Interference Alignment for MIMO Interfering Multiple-Access Channels
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, A. Paulraj
SJR Q1IEEE Transactions on Wireless CommunicationsOA

We consider the K-cell multiple-input multiple-output (MIMO) interfering multiple-access channel (IMAC) with time-invariant channel coefficients, where each cell consists of a base station (BS) with M antennas and N users having L antennas each. In this paper, we propose two opportunistic interference alignment (OIA) techniques utilizing multiple transmit antennas at each user: antenna selection-based OIA and singular value decomposition (SVD)-based OIA. Their performance is analyzed in terms of

Electrical and Electronic EngineeringEngineering
2
Article|61 citations·2010
Modified High-Order PAMs for Binary Coded Physical-Layer Network Coding
Hyun Jong Yang, Youngchol Choi, Joohwan Chun
SJR Q1IEEE Communications Letters

The non-binary code (NBC) or the lattice code (LC) has been the only possible channel code with the pulse amplitude modulation (PAM) signaling of modulation size greater than two for the physical layer network coding (PNC) over a decode-and-forward (DF) relaying channel. A major drawback with the NBC or LC however is its high computational complexity. In this letter, we present new modified high-order PAMs that enable us to use the computationally efficient binary channel coding under the PNC ov

Computer Networks and CommunicationsComputer Science
3
Article|58 citations·2011
Asymptotic Capacity of the Separated MIMO Two-Way Relay Channel
Hyun Jong Yang, Joohwan Chun, A. Paulraj
SJR Q1IEEE Transactions on Information Theory

A multiple-input multiple-output two-way relay channel consisting of two communication nodes and a full-duplex relay node in which no direct link exists between the two communication nodes is considered. We propose an achievable scheme that employs horizontally encoded lattice codes combined with generalized singular value decomposition-based precoding for the first phase. The second phase of the proposed scheme follows the fundamentals of the previous scheme, which uses vertically encoded struc

Computer Networks and CommunicationsComputer Science
4
Article|48 citations·2017
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, A. Paulraj
SJR Q1IEEE Transactions on Wireless Communications

In this paper, we propose an opportunistic downlink interference alignment (ODIA) for interference-limited cellular downlink, which intelligently combines user scheduling and downlink IA techniques. The proposed ODIA not only efficiently reduces the effect of inter-cell interference from other-cell base stations (BSs) but also eliminates intra-cell interference among spatial streams in the same cell. We show that the minimum number of users required to achieve a target degrees-of-freedom can be

Electrical and Electronic EngineeringEngineering
5
Article|27 citations·2014
Codebook-Based Opportunistic Interference Alignment
Hyun Jong Yang, Bang Chul Jung, Won-Yong Shin, A. Paulraj
SJR Q1IEEE Transactions on Signal ProcessingOA

For the multiple-input multiple-output interfering multiple-access channels (IMACs), opportunistic interference alignment (OIA) using the singular value decomposition (SVD)-based beamforming at each user fundamentally reduces the user scaling condition required to achieve any target DoF, compared to that for the single-input multiple-output IMAC. In this paper, we tackle two practical challenges of the existing SVD-based OIA: 1) the need of full feedforward of the selected users' beamforming wei

Electrical and Electronic EngineeringEngineering
6
Article|25 citations·2012
Achievable Sum-Rate of MU-MIMO Cellular Two-Way Relay Channels: Lattice Code-Aided Linear Precoding
Hyun Jong Yang, Youngchol Choi, Namyoon Lee, A. Paulraj
SJR Q1IEEE Journal on Selected Areas in Communications

We derive a new sum-rate lower bound of the multiuser multi-input multi-output (MU-MIMO) cellular two-way relay channel (cTWRC) which is composed of a base station (BS) and a relay station (RS), both with multiple antennas, and non-cooperative mobile stations (MSs), each with a single antenna. In the first phase, we show that network coding based on decode-and-forward relaying can be generalized to arbitrary input cardinality through proposed lattice code-aided linear precoding, despite the fact

Computer Networks and CommunicationsComputer Science
7
Article|17 citations·2008
Generalized Schur Decomposition-Based Two-Way Relaying for Wireless MIMO Systems
Hyun Jong Yang, Joohwan Chun

Deploying relay stations improves the signal-to- interference and noise ratio (SINR) by making a Pico cell environment. Nonetheless, a critical problem associated with deploying RS is additional resource consumption, which reduces the actual transmission rate. Two-way relaying schemes that use physical layer network coding (PNC) reduce the additional resource consumption and thereby improve the transmission rate. In this paper we propose a novel two-way relaying scheme for coded multiple-input m

Computer Networks and CommunicationsComputer Science
8
Preprint|16 citations·2014
Opportunistic downlink interference alignment
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, A. Paulraj
OA

We introduce an opportunistic downlink interference alignment (ODIA) for interference-limited cellular downlink, which intelligently combines user scheduling and downlink IA techniques. The proposed ODIA not only efficiently reduces the effect of inter-cell interference from other-cell base stations (BSs) but also eliminates intra-cell interference among spatial streams in the same cell. We show that compared to the existing downlink IA schemes, the minimum number of users required to achieve a

Electrical and Electronic EngineeringEngineering
9
Article|14 citations·2008
Zero-forcing-based two-phase relaying with multiple mobile stations
Hyun Jong Yang, Bang Chul Jung, Joohwan Chun

It is well known that relay stations improve the link performance between the base and mobile stations and thereby improve the total system throughput. Nonetheless, the additional resource consumption to deploy the relay station reduces the system throughput significantly. The zero-forcing (ZF)-based two-phase relaying scheme that requires only two phases to communicate a frame was suggested for the system where a single mobile station is considered. The performance bottle-necks of the conventio

Computer Networks and CommunicationsComputer Science
10
Article|12 citations·2010
Asymptotic capacity of the separated MIMO two-way relay channel with linear precoding
Hyun Jong Yang, Joohwan Chun, A. Paulraj

A multiple-input multiple-output two-way relay channel consisting of two communication nodes and a full-duplex relay node is considered, assuming that no direct link exists between the two communication nodes. We propose an achievable scheme using lattice codes combined with generalized singular value decomposition-based precoding for the first phase and vertically encoded structural bining for the second phase. We show that the proposed scheme achieves the cut-set bound asymptotically as the si

Computer Networks and CommunicationsComputer Science
11
Article|12 citations·2014
A Robust Estimation of Residual Carrier Frequency Offset With I/Q Imbalance in OFDM Systems
Hyun Jong Yang, Wonjae Shin, Seongjoo Lee, Young‐Hwan You
SJR Q1IEEE Transactions on Vehicular Technology

In this paper, we focus on improving the accuracy of frequency offset estimation for an orthogonal frequency-division multiplexing (OFDM) system under the conditions of the joint impairments in both carrier frequency offset (CFO) and in-phase/quadrature (I/Q) imbalance. To propose a robust CFO estimation scheme and to benchmark its performance, the performance of the conventional frequency estimation algorithm in the presence of I/Q imbalance is analyzed, and some modifications to the convention

Electrical and Electronic EngineeringEngineering
12
Article|9 citations·2019
Deep-Learning Based Autofocus Score Prediction of Scanning Electron Microscope
Huisoo Kim, M Oh, Heerang Lee, Jonggyu Jang, Myeung Un Kim, Hyun Jong Yang, Michael S. Ryoo, Junhee Lee
SJR Q2Microscopy and MicroanalysisOA

Journal Article Deep-Learning Based Autofocus Score Prediction of Scanning Electron Microscope Get access Huisoo Kim, Huisoo Kim Egovid Inc., UNIST-gil 50, Ulsan 44919, Korea Search for other works by this author on: Oxford Academic Google Scholar Moohyun Oh, Moohyun Oh Egovid Inc., UNIST-gil 50, Ulsan 44919, Korea Search for other works by this author on: Oxford Academic Google Scholar Heerang Lee, Heerang Lee Egovid Inc., UNIST-gil 50, Ulsan 44919, Korea Search for other works by this author o

Media TechnologyEngineering
13
Article|9 citations·2012
Opportunistic interference alignment for MIMO IMAC: Effect of user scaling over degrees-of-freedom
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, A. Paulraj

We consider a new opportunistic interference alignment (OIA) for the K-cell multiple-input multiple-output (MIMO) interfering multiple-access channel (IMAC) with time-invariant channel coefficients, where each cell consists of a base station (BS) with M antennas and N mobile stations (MSs) having L antennas each. In this paper, we propose three OIA techniques: antenna selection-based OIA, singular value decomposition (SVD)-based OIA, and vector-quantized (codebook-based) OIA. Then, their perform

Electrical and Electronic EngineeringEngineering
14
Article|8 citations·2020
Robust Deep-learning Based Autofocus Score Prediction for Scanning Electron Microscope
Hyun Jong Yang, M Oh, Jonggyu Jang, Hyeonsu Lyu, Junhee Lee
SJR Q2Microscopy and MicroanalysisOA

Hyun Jong Yang, Moohyun Oh, Jonggyu Jang, Hyeonsu Lyu, Junhee Lee; Robust Deep-learning Based Autofocus Score Prediction for Scanning Electron Microscope,

Media TechnologyEngineering
15
Article|7 citations·2011
Codebook-Based Lattice-Reduction-Aided Precoding for Limited-Feedback Coded MIMO Systems
Hyun Jong Yang, Joohwan Chun, Youngchol Choi, Sung‐Soo Kim, A. Paulraj
SJR Q1IEEE Transactions on Communications

Lattice-reduction-aided precoding (LRP) provides near-capacity rates with the use of low-complexity linear receivers for coded multiple-input multiple-output (MIMO) systems. However, a large amount of feedback in the feedback for an integer or binary precoding matrix has been a bottleneck in its implementation. In this paper, we propose a codebook-based LRP scheme for limited-feedback coded MIMO systems. The proposed LRP scheme follows the fundamentals of the previous LRP scheme that employed mu

Electrical and Electronic EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringComputer Networks and CommunicationsArtificial IntelligenceAerospace EngineeringComputer Vision and Pattern RecognitionOcean Engineering

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