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20112022
most citedCommunication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

434 citations · 1k across the 53 of their papers we have counts for

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23 papers · 1 filter

cs.NI2020★ 3 cited

Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approach

Kyuwon Han, Seung Min Yu, Seong-Lyun Kim +1

Recently, round-trip time (RTT) measured by a fine-timing measurement protocol has received great attention in the area of WiFi positioning. It provides an acceptable ranging accur…

cs.NI2019★ 3 cited

Random Access with Opportunity Detection in Wireless Networks

Jinho Choi, Seung-Woo Ko, Koji Yamamoto +1

This letter proposes a novel random medium access control (MAC) based on a transmission opportunity prediction, which can be measured in a form of a conditional success probability…

cs.NI2018★ 2 cited

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach

Hyesung Kim, Jihong Park, Mehdi Bennis +1

This paper proposes a real-time movement control algorithm for massive unmanned aerial vehicles (UAVs) that provide emergency cellular connections in an urban disaster site. While…

cs.NI2018★ 2 cited

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks

Hyesung Kim, Jihong Park, Mehdi Bennis +2

This paper investigates a cellular edge caching problem under a very large number of small base stations (SBSs) and users. In this ultra-dense edge caching network (UDCN), conventi…

cs.NI2017★ 1 cited

Enhancing TCP End-to-End Performance in Millimeter-Wave Communications

Minho Kim, Seung-Woo Ko, Seong-Lyun Kim

Recently, millimeter-wave (mmWave) communications have received great attention due to the availability of large spectrum resources. Nevertheless, their impact on TCP performance h…

cs.NI2017★ 1 cited

Ultra-Dense Edge Caching under Spatio-Temporal Demand and Network Dynamics

Hyesung Kim, Jihong Park, Mehdi Bennis +2

This paper investigates a cellular edge caching design under an extremely large number of small base stations (SBSs) and users. In this ultra-dense edge caching network (UDCN), SBS…

cs.NI2017★ 2 cited

Cooperative Transmissions in Ultra-Dense Networks under a Bounded Dual-Slope Path Loss Model

Yanpeng Yang, Ki Won Sung, Jihong Park +2

In an Ultra-dense network (UDN) where there are more base stations (BSs) than active users, it is possible that many BSs are instantaneously left idle. Thus, how to utilize these d…

cs.NI2016

Co-primary Spectrum Sharing for Inter-operator Device-to-Device Communication

Byungjin Cho, Konstantinos Koufos, Riku Jäntti +1

The business potential of device-to-device (D2D) communication including public safety and vehicular communications will be realized only if direct communication between devices su…

cs.NI2016

Cognitive Random Access for Internet-of-Things Networks

Hyesung Kim, Seung-Woo Ko, Seong-Lyun Kim

This paper focuses on cognitive radio (CR) internet- of-things (IoT) networks where spectrum sensors are deployed for IoT CR devices, which do not have enough hardware capability t…

cs.NI2015★ 4 cited

Tractable Resource Management in Millimeter-Wave Overlaid Ultra-Dense Cellular Networks

Jihong Park, Seong-Lyun Kim, Jens Zander

What does millimeter-wave (mmW) seek assistance for from micro-wave (μW) in a mmW overlaid 5G cellular network? This paper raises the question of whether to complement downlink (DL…

cs.NI2015

Bidding, Pricing, and User Subscription Dynamics in Asymmetric-valued Korean LTE Spectrum Auction: A Hierarchical Dynamic Game Approach

Sang Yeob Jung, Seong-Lyun Kim

The tremendous increase in mobile data traffic coupled with fierce competition in wireless industry brings about spectrum scarcity and bandwidth fragmentation. This inevitably resu…

cs.NI2015★ 3 cited

Sum-Rate Maximizing Cell Association via Dual-Connectivity

Minho Kim, Sang Yeob Jung, Seong-Lyun Kim

This paper proposes a dual-connectivity (DC) profile allocation algorithm, in which a central macro base station (MBS) is underlaid with randomly scattered small base stations (SBS…

cs.NI2015★ 4 cited

Resource Management and Cell Planning in Millimeter-Wave Overlaid Ultra-Dense Cellular Networks

Jihong Park, Seong-Lyun Kim, Jens Zander

This paper proposes a cellular network exploiting millimeter-wave (mmWave) and ultra-densified base stations (BSs) to achieve the far-reaching 5G aim in downlink average rate. The…

cs.NI2015

Resource Allocation with Reverse Pricing for Communication Networks

Sang Yeob Jung, Seong-Lyun Kim

Reverse pricing has been recognized as an effective tool to handle demand uncertainty in the travel industry (e.g., airlines and hotels). To investigate its viability for communica…

cs.NI2015★ 9 cited

Traffic Convexity Aware Cellular Networks: A Vehicular Heavy User Perspective

Taehyoung Shim, Jihong Park, Seung-Woo Ko +3

Rampant mobile traffic increase in modern cellular networks is mostly caused by large-sized multimedia contents. Recent advancements in smart devices as well as radio access techno…

cs.NI2013★ 4 cited

Random Basketball Routing for ZigBee based Sensor Networks

Dong Min Kim, Young Ju Hwang, Seong-Lyun Kim +2

Random basketball routing (BR) \cite {Hwang} is a simple protocol that integrates MAC and multihop routing in a cross-layer optimized manner. Due to its lightness and performance,…

cs.NI2013

Content-Specific Broadcast Cellular Networks based on User Demand Prediction: A Revenue Perspective

Jihong Park, Seong-Lyun Kim

The Long Term Evolution (LTE) broadcast is a promising solution to cope with exponentially increasing user traffic by broadcasting common user requests over the same frequency chan…

cs.NI2013

Asymmetric-valued Spectrum Auction and Competition in Wireless Broadband Services

Sang Yeob Jung, Seung Min Yu, Seong-Lyun Kim

We study bidding and pricing competition between two spiteful mobile network operators (MNOs) with considering their existing spectrum holdings. Given asymmetric-valued spectrum bl…

cs.NI2013

Spreading Information in Mobile Wireless Networks

Jinho Choi, Seung Min Yu, Seong-Lyun Kim

Device-to-device (D2D) communication enables us to spread information in the local area without infrastructure support. In this paper, we focus on information spreading in mobile w…

cs.NI2013★ 2 cited

Cost-Effective Broadcast in Cellular Networks

Seung Min Yu, Seong-Lyun Kim

In recent years, video-related services such as YouTube and Netflix have generated huge amounts of traffic and the network neutrality debate has emerged as a major issue. In this p…

cs.NI2012

On the Aggregate Interference in Random CSMA/CA Networks: A Stochastic Geometry Approach

June Hwang, Jinho Choi, Riku Jantti +1

In this paper, we investigate the cumulative distribution function (CDF) of the aggregate interference in carrier sensing multiple access/collision avoidance (CSMA/CA) networks mea…

cs.NI2011★ 226 cited

Downlink Capacity and Base Station Density in Cellular Networks

Seung Min Yu, Seong-Lyun Kim

There have been a bulk of analytic results about the performance of cellular networks where base stations are regularly located on a hexagonal or square lattice. This regular model…

cs.NI2011★ 11 cited

Mobility Control for Machine-to-Machine LTE Systems

Beom Hee Lee, Seong-Lyun Kim

In this paper, we propose an efficient mobility control algorithm for the downlink multi-cell orthogonal frequency division multiplexing access (OFDMA) system for co-channel interf…