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Changho Seo

Korea Advanced Institute of Science and Technology · Computer Science

About the Lab

Professor Changho Seo's research lab specializes in advanced wireless communication systems, with a focus on interference management, network coding, and efficient resource allocation in modern cellular and multicast networks. The lab develops innovative techniques such as interference alignment, repair-optimal MDS codes (including regenerating and repair MDS codes), and capacity-achieving schemes for interference channels, particularly under practical constraints like feedback and bandwidth limitations. Their work bridges theoretical information theory with practical system design, emphasizing scalable, low-overhead solutions for 5G and beyond wireless networks.

interference alignmentregenerating codesMDS codeswireless network capacityOFDM multicast

Research Overview

Papers
164
Total Citations
4,106
Papers (5y)
37
Primary Field
Computer Science

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
37total
2020
2021
2022
2023
2024
Citations per year (5y)
170total
20202021202220232024

Selected Papers

15
1
Article|388 citations·2008
Interference Alignment for Cellular Networks
Changho Suh, David Tse

In this paper, we propose a new way of interference management for cellular networks. We develop the scheme that approaches to <i xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">interference-free</i> degree-of-freedom (dof) as the number <i xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">K</i> of users in each cell increases. Also we find the corresponding bandwidth scaling conditions for typical wireless channel

Electrical and Electronic EngineeringEngineering
2
Article|364 citations·2011
Downlink Interference Alignment
Changho Suh, Minnie Ho, David Tse
SJR Q1IEEE Transactions on Communications

We develop an interference alignment (IA) technique for a downlink cellular system. In the uplink, IA schemes need channel-state-information exchange across base-stations of different cells, but our downlink IA technique requires feedback only within a cell. As a result, the proposed scheme can be implemented with a few changes to an existing cellular system where the feedback mechanism (within a cell) is already being considered for supporting multi-user MIMO. Not only is our proposed scheme im

Electrical and Electronic EngineeringEngineering
3
Article|200 citations·2011
Exact-Repair MDS Code Construction Using Interference Alignment
Changho Suh, Kannan Ramchandran
SJR Q1IEEE Transactions on Information Theory

The high repair cost of <formula formulatype="inline" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> <tex Notation="TeX">$(n,k)$</tex></formula> Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of MDS codes, called Repair MDS codes, that can significantly reduce repair bandwidth over conventional MDS codes. In this paper, we describe <formula formulatype="inline" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlin

Computer Networks and CommunicationsComputer Science
4
Article|167 citations·2011
Feedback Capacity of the Gaussian Interference Channel to Within 2 Bits
Changho Suh, David Tse
SJR Q1IEEE Transactions on Information Theory

We characterize the capacity region to within 2 bits/s/Hz and the symmetric capacity to within 1 bit/s/Hz for the two-user Gaussian interference channel (IC) with feedback. We develop achievable schemes and derive a new outer bound to arrive at this conclusion. One consequence of the result is that feedback provides multiplicative gain at high signal-to-noise ratio: the gain becomes arbitrarily large for certain channel parameters. This finding is in contrast to point-to-point and multiple-acces

Electrical and Electronic EngineeringEngineering
5
Article|153 citations·2008
Resource allocation for multicast services in multicarrier wireless communications
Changho Suh, Jeonghoon Mo
SJR Q1IEEE Transactions on Wireless Communications

We consider a multicast resource allocation problem for the downlink in OFDM-based wireless cellular network systems. In a conventional multicast system, to accommodate users with bad channel conditions, the transmission is based on the worst case user. We show that such a multicast system saturates the capacity when the number of users increases in fading environments. We exploit the multicarrier nature of OFDM and advances in coding techniques such as MDC (multiple description coding), in whic

Electrical and Electronic EngineeringEngineering
6
Article|107 citations·2010
Exact-repair MDS codes for distributed storage using interference alignment
Changho Suh, Kannan Ramchandran

The high repair cost of (n, k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. In this paper, we address bandwidth-optimal (n, k, d) Exact-Repair MDS codes, which allow for any failed node to be repaired exactly with access to arbitrary d survivor nodes, where k ≤ d ≤ n - 1. Under scalarlinear codes which do not permit symbol-splitting, we construct Exact-Repair MDS

Computer Networks and CommunicationsComputer Science
7
Article|63 citations·2010
Downlink Interference Alignment
Changho Suh, Minnie Ho, David Tse

We develop an interference alignment (IA) technique for a downlink cellular system. In the uplink, IA schemes need channel-state-information exchange across base-stations of different cells, but our downlink IA technique requires feedback only within a cell. As a result, the proposed scheme can be implemented with minimal changes to an existing cellular system where the feedback mechanism (within a cell) is already being considered for supporting multi-user MIMO. Not only is our proposed scheme

Electrical and Electronic EngineeringEngineering
8
Preprint|56 citations·2009
Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment
Changho Suh, Kannan Ramchandran
arXiv (Cornell University)OA

The high repair cost of (n,k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. On one end of this spectrum of Regenerating Codes are Minimum Storage Regenerating (MSR) codes that can match the minimum storage cost of MDS codes while also significantly reducing repair bandwidth. In this paper, we describe Exact-MSR codes which allow for any failed nodes (whether they a

Computer Networks and CommunicationsComputer Science
9
Preprint|47 citations·2010
On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage
Changho Suh, Kannan Ramchandran
arXiv (Cornell University)OA

The high repair cost of (n,k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. In this paper, we address bandwidth-optimal (n,k,d) Exact-Repair MDS codes, which allow for any failed node to be repaired exactly with access to arbitrary d survivor nodes, where k&lt;=d&lt;=n-1. We show the existence of Exact-Repair MDS codes that achieve minimum repair bandwidth (matchin

Computer Networks and CommunicationsComputer Science
10
Preprint|45 citations·2012
Two-way interference channels
Changho Suh, I-Hsiang Wang, David Tse
OA

We consider two-way interference channels (ICs) where forward and backward channels are ICs but not necessarily the same. We first consider a scenario where there are only two forward messages and feedback is offered through the backward IC for aiding forward-message transmission. For a linear deterministic model of this channel, we develop inner and outer bounds that match for a wide range of channel parameters. We find that the backward IC can be more efficiently used for feedback rather than

Computer Networks and CommunicationsComputer Science
11
Preprint|45 citations·2010
Downlink Interference Alignment
Changho Suh, Minnie Ho, David Tse
arXiv (Cornell University)OA

We develop an interference alignment (IA) technique for a downlink cellular system. In the uplink, IA schemes need channel-state-information exchange across base-stations of different cells, but our downlink IA technique requires feedback only within a cell. As a result, the proposed scheme can be implemented with a few changes to an existing cellular system where the feedback mechanism (within a cell) is already being considered for supporting multi-user MIMO. Not only is our proposed scheme im

Electrical and Electronic EngineeringEngineering
12
Article|30 citations·2006
Resource Allocation for Multicast Services in Multicarrier Wireless Communications
Changho Suh, Jeonghoon Mo

We consider a multicast resource allocation problem for the downlink in OFDM-based wireless cellular network systems. In a conventional multicast system, to accommodate users with bad channel conditions, the transmission is based on the worst case user. We show that such a multicast system saturates the capacity when the number of users increases in fading environments. We exploit the multicarrier nature of OFDM and advances in,coding techniques such as MDC (multiple description coding), in whic

Electrical and Electronic EngineeringEngineering
13
Article|29 citations·2005
Dynamic subchannel and bit allocation multicast OFDM systems
Changho Suh, Chan-Soo Hwang

In multicast orthogonal frequency division multiplexing (OFDM) systems, the difference in link conditions of users complicates adaptive modulation because modulation should be adjusted to serve the user who experiences the worst channel condition. If we assume that the multicast data are separated into layers and any combination of the layers can be decoded at the receiver, the network throughput can be increased by performing subcarrier/bit allocation. In this paper, in order to increase networ

Electrical and Electronic EngineeringEngineering
14
Preprint|26 citations·2009
Feedback Capacity of the Gaussian Interference Channel to Within 1.7075 Bits: the Symmetric Case
Changho Suh, David Tse
ArXiv.orgOA

We characterize the symmetric capacity to within 1.7075 bits/s/Hz for the two-user Gaussian interference channel with feedback. The result makes use of a deterministic model to provide insights into the Gaussian channel. We derive a new outer bound to show that a proposed achievable scheme can achieve the symmetric capacity to within 1.7075 bits for all channel parameters. From this result, we show that feedback provides unbounded gain, i.e., the gain becomes arbitrarily large for certain channe

Electrical and Electronic EngineeringEngineering
15
Article|26 citations·2004
Comparative study of time-domain and frequency-domain channel estimation in MIMO-OFDM systems
Changho Suh, C.-S. Hwangt, Hokyu Choi

The time-domain channel estimator is compared with the frequency-domain channel estimator when multiple-input-multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) is employed. The time-domain maximum likelihood channel estimation (TMLE) and its mean square error (MSE) are derived assuming the knowledge of the maximum channel length. If we use only one OFDM symbol for the estimation, the preamble sequence of each transmit antenna uses a different set of subcarriers in MIMO-OFD

Electrical and Electronic EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringComputer Networks and CommunicationsArtificial IntelligenceStatistical and Nonlinear PhysicsEconomics and EconometricsManagement Science and Operations Research

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