• 정보처리학회논문지C
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• 제18C권1호
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• pp.45-50
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• 2011

최근 무선 통신의 발달과 무선 접속 기기의 등장으로 인하여 언제, 어디서든 인터넷을 접속하여 다양한 응용 프로그램을 사용할 수 있게 되었다. 특히, 차량 네트워크의 발달로 이동 중인 차량에서도 인터넷 접속이 가능하게 되었다. 또한, 차량 네트워크와 관련된 다양한 연구들이 활발히 진행되고 있다. 본 논문에서는 실제로 쓰이는 다양한 차량 네트워크의 구조를 살펴보고, 각 구조에서 차량 내에서의 Wi-Fi와 외부의 네트워크를 종합적으로 고려하여 성능 측정을 하였다. 성능 측정 결과를 통해서 현재 사용되고 있는 차량 네트워크의 유용성을 판단하였다.

• 한국정보전자통신기술학회논문지
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• 제14권1호
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• pp.14-21
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• 2021

그린 네트워킹(Green networking)은 유선 데이터 네트워크(Wired data network)에서 통합적인 에너지 관리를 통해 에너지 낭비와 CO2 배출 감소를 유도하기 위해 주요 관심분야가 되었다. 그러나 액세스 네트워크(access networks)는 유선 데이터 네트워크 영역에서 사용자 단말을 제외하면 가장 많은 에너지를 소비하는 영역임에도 불구하고 그 범위가 매우 광대하여 통합적인 관리가 어렵고, 그 에너지 소모량과 에너지 절약 잠재성을 예측하기가 매우 어렵다. 본 논문에서는 기존의 다양한 수학적 예측 모델과 실험 및 실측 데이터를 이용하여 유선 액세스 네트워크의 에너지 소모량 데이터를 수집하고 머신러닝(Machine learning)의 지도학습을 이용한 다중 선형 회귀모델을 생성한다. 또한 생성한 모델로부터 다양한 실험을 통해 회귀모델의 성능을 최적화하여 유선 액세스 네트워크의 에너지 소모량을 예측하였고 생성한 회귀모델은 널리 알려진 평가 지표를 통해 성능을 평가하였다.

• 한국광학회:학술대회논문집
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• 한국광학회 2002년도 하계학술발표회
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• pp.38-39
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• 2002

Optical telecommunication has been growing at a rate that exceeds even the "Moore′s Law". However, while the electronic revolution has allowed everyone to have his/her own PC, the optical revolution is still confined to the long-haul network such that the individual end users are still connected to an electronic metro/access networks. However, given the rapid increase in the data traffic (e.g., multimedia), the optical edge that separates the individual end users from optical networks will eventually have to include the metro/acces networks. (omitted)

• Journal of Communications and Networks
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• 제8권4호
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• pp.410-421
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• 2006

In this work, we propose an analytic framework for dimensioning the link capacity of broadband access networks which provide universal broadband access services to a diverse kind of customers such as patient and impatient customers. The proposed framework takes into account the flow-level quality of service (QoS) of a connection as well as the packet-level QoS, via which a simple and systematic provisioning and operation of the network are provided. To that purpose, we first discuss the necessity of flow-aware network dimensioning by reviewing the networking technologies of the current and future access network. Next, we propose an analytic model for dimensioning the link capacity for an access node of broadband convergence networks which takes into account both the flow and packet level QoS requirements. By carrying out extensive numerical experiment for the proposed model assuming typical parameters that represent real network environment, the validity of the proposed method is assessed.

• ETRI Journal
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• 제44권6호
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• pp.915-924
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• 2022

In this paper, we present a two-stage scalable channel estimator (TSCE), a deep learning (DL)-based scalable, and robust channel estimator for wireless cellular networks, which is made up of two DL networks to efficiently support different resource allocation sizes and reference signal configurations. Both networks use the transformer, one of cutting-edge neural network architecture, as a backbone for accurate estimation. For computation-efficient global feature extractions, we propose using window and window averaging-based self-attentions. Our results show that TSCE learns wireless propagation channels correctly and outperforms both traditional estimators and baseline DL-based estimators. Additionally, scalability and robustness evaluations are performed, revealing that TSCE is more robust in various environments than the baseline DL-based estimators.

• 경영과학
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• 제24권2호
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• pp.127-142
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• 2007

This study deals with the optimal design of mobile access network connecting base stations(BSs) and mobile switching centers(MSCs). Generally mobile operators constitute their access networks by leasing communication lines. Using the characteristic of leased line rate based on administration region, we build an optimization model for mobile access network design which has much smaller number of variables than the existing researches. And we develop a GUI based optimization tool integrating the well-known softwares such as MS EXCEL. MS VisualBasic, MS PowerPoint and Ip_solve, a freeware optimization software. Employing the current access network configuration of a Korean mobile carrier, this study using the optimization tool obtain an optimal solution for both single MSC access network and nation-wide access network. Each optimal access network achieves 7.45% and 9.49% save of lease rate, respectively. Considering the monthly charge and total amount of lease line rate, our optimization tool provides big amount of save in network operation cost. Besides the graphical representation of access networks makes the operator easily understand and compare current and optimal access networks.

• 한국통신학회논문지
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• 제28권1A호
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• pp.17-24
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• 2003

Access Network은 대부분의 정보통신망에서 가장 중요한 요소라 할 수 있다. 또한 최종 이용자에서 직접 연결되는 부문으로 가장 많은 투자 재원이 요구되며, 최근에는 광대역의 매우 다양한 접속 기술이 개발 보급되고 있는 상황이다. 가입자의 이동성에 따른, 그리고 무선 전파 자원과 유선 교환 및 전송망을 이용한다는 복합적 특성으로 인하여 기존 유선의 가입자 망과는 다르게 이동망의 Access Network 내지는 가입자 접속부문에 대한 명확한 정의나 상세한 기능 및 범위가 정립되지 못하고 있는 상황이다 이에 본 논문은 ITU-T의 일반적인 Access Network의 기능적 모델을 참조하여 IS 95 A/B 및 cdma2000-1X 이동통신기술 표준의 음성 서비스를 위한 CDMA 기지국 시스템, 기지국 제어 시스템, 이동교환시스템 등의 하위시스템의 특성과 기능을 고찰하여 보다 체계적이고, 기능적 관점에서의 가입자 접속부문에 대한 대안적 정의를 제시한다.

• Journal of Communications and Networks
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• 제6권4호
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• pp.317-330
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• 2004

In this paper, we explore the utility of recently discovered multiple-antenna techniques (namely MIMO techniques) for medium access control (MAC) design and routing in mobile ad hoc networks. Specifically, we focus on ad hoc networks where the spatial diversity technique is used to combat fading and achieve robustness in the presence of user mobility. We first examine the impact of spatial diversity on the MAC design, and devise a MIMO MAC protocol accordingly. We then develop analytical methods to characterize the corresponding saturation throughput for MIMO multi-hop networks. Building on the throughout analysis, we study the impact of MIMO MAC on routing. We characterize the optimal hop distance that minimizes the end-to-end delay in a large network. For completeness, we also study MAC design using directional antennas for the case where the channel has a strong line of sight (LOS) component. Our results show that the spatial diversity technique and the directional antenna technique can enhance the performance of mobile ad hoc networks significantly.

• Journal of Electrical Engineering and Technology
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• 제11권2호
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• pp.480-489
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• 2016

Hidden station problem can occur in power-line communication (PLC) networks. A simple solution to the problem has been proposed to use request-to-send (RTS)/clear-to-send (CTS) exchange, but this approach cannot solve the hidden station problem perfectly. This paper revisits the problem for PLC networks and designs a protocol to solve it. We first analyze the throughput performance degradation when the hidden station problem occurs in PLC networks. Then, we propose an interferer aware multiple access (IAMA) protocol to enhance throughput and fairness performances, which uses unique characteristics of PLC networks. Using the RTS/CTS exchange adaptively, the IAMA protocol protects receiving stations from being interfered with neighboring networks. Through extensive simulations, we show that our proposed protocol outperforms conventional random access protocols in terms of throughput and fairness.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제9권1호
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• pp.68-86
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• 2015

Future wireless network aims to integrate different radio access networks (RANs) to provide a seamless access and service continuity. In this paper, a new resource denotation method is proposed in the WLAN and LTE heterogeneous networks based on a concept of spectral bandwidth mapping. This method simplifies the denotation of system resources and makes it possible to calculate system residual capacity, upon which an economic model-based network selection algorithm is designed in both under-loaded and over-loaded scenarios in the heterogeneous networks. The simulation results show that this algorithm achieves better performance than the utility function-based access selection (UFAS) method proposed in [12] in increasing system capacity and system revenue, achieving load balancing and reducing the new call blocking probability in the heterogeneous networks.