• 한국철도학회논문집
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• 제9권3호
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• pp.319-324
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• 2006

Studied was a strategy of technology development for railway system in terms of railway network. First, The successful launch of the Korean HST system has not only decreased logistics burden but also significantly transformed the Korean trunk-line railway network, revolutionizing the logistics and technology sectors and reinvigorating the Korean railway industry in one century. Korean railway industry sector is now investing to develop many different types of railway system(G7, Post G7, tilting train...) so that these kinds of various railway system development should be integrated with the National Inter-modal Transportation Network Plan. To secure sufficient capacity that is required by the National Railroad Plan, the railway industry needs to establish mid- and long-term train purchase and operation strategies in compliance with railway construction and operation policies. During a railway construction planning, train operators, based on their train operation strategies, should come up with measures to closely cooperate with project operators from the planning stage through to the opening of a railway system. To be more precise, train operators should establish long-term train procurement plans reflecting both long-term national railroad network plans and plans for each railway line in order to suggest appropriate roles and schedules for each line. Also, based on the long-term railway plan, directions should be decided concerning the research and development of trains in advance.

• Structural Engineering and Mechanics
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• 제18권3호
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• pp.303-314
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• 2004

An artificial neural network (ANN) application is presented for flexural and axial vibration analysis of elastic beams with various support conditions. The first three natural frequencies of beams are obtained using multi layer neural network based back-propagation error learning algorithm. The natural frequencies of beams are calculated for six different boundary conditions via direct solution of governing differential equations of beams and Rayleigh's approximate method. The training of the network has been made using these data only flexural vibration case. The trained neural network, however, had been tested for cantilever beam (C-F), and both end free (F-F) in case the axial vibration, and clamped-clamped (C-C), and Guided-Pinned (G-P) support condition in case the flexural vibrations which were not included in the training set. The results found by using artificial neural network are sufficiently close to the theoretical results. It has been demonstrated that the artificial neural network approach applied in this study is highly successful for the purposes of free vibration analysis of elastic beams.

• Journal of information and communication convergence engineering
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• 제19권3호
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• pp.148-154
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• 2021

With the advent of context-aware computing, many attempts were made to understand emotions. Among these various attempts, Speech Emotion Recognition (SER) is a method of recognizing the speaker's emotions through speech information. The SER is successful in selecting distinctive 'features' and 'classifying' them in an appropriate way. In this paper, the performances of SER using neural network models (e.g., fully connected network (FCN), convolutional neural network (CNN)) with Mel-Frequency Cepstral Coefficients (MFCC) are examined in terms of the accuracy and distribution of emotion recognition. For Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS) dataset, by tuning model parameters, a two-dimensional Convolutional Neural Network (2D-CNN) model with MFCC showed the best performance with an average accuracy of 88.54% for 5 emotions, anger, happiness, calm, fear, and sadness, of men and women. In addition, by examining the distribution of emotion recognition accuracies for neural network models, the 2D-CNN with MFCC can expect an overall accuracy of 75% or more.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 1998년도 추계종합학술대회 논문집
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• pp.471-474
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• 1998

In this paper, we consider the problem of optimal broadcasting in recursive circulants under multi-port communication model. Recursive circulant G(N, d) that is defined to be a circulant graph with N vertices and jumps of powers of d is a useful interconnection network from the viewpoint of network metrices. Our model assumes that a processor can transmit a message to $\alpha$ neighboring processors simultaneously where $\alpha$ is two or three. For the broadcasting problem, we introduce 3-trees and 4-trees. And then we show that 3-trees and 4-trees are minimum broadcast trees in 2-port model and 3-port model. Using the above results, we show that recursive circulants g(2m, 2) have optimum broadcasting time in 2-port model and 3-port model.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2008년도 춘계종합학술대회 A
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• pp.237-242
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• 2008

A number of wireless technologies have been implemented, but each technology has its limitation in terms of coverage and bandwidth. WLAN and 3G cellular network has emerged to be a complementary platform for wireless data communications. However, the mobility of roaming terminals in heterogeneous networks poses several risks. To maintain secure communications in universal roaming, the effective authentication must be implemented. The focus of this paper is on analysis of authentication architecture involved in integrated WLAN/3G networks.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2011년도 춘계학술발표대회
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• pp.643-646
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• 2011

스마트 폰의 보급과 함께, 무선 네트워크에서의 데이터 사용량이 급격하게 증가하고 있다. 이로 인해 발생하는 서버의 과부하와 그로 인한 속도 저하를 해결하기 위하여, 본 논문에서는 Wi-Fi 에드혹 네트워크를 이용한 통신을 3G 통신망에 효율적으로 접목하는 기법을 제안한다. 본 논문에서는 하나의 파일을 다수의 파일 블록으로 나누어 받는 방식을 이용하며, Wi-Fi 애드혹 네트워크를 이용해 주변에 있는 다른 이용자에게 파일 블록을 요청함과 동시에 자신이 가진 파일 블록 테이블을 다른 이용자에게 전달해주는 기법을 제안한다. 이를 이용하여 상대가 가지고 있을 것이라고 추측되는 파일 블록을 알아내어, 요청할 수 있다. 그 결과, 제안된 알고리즘이 3G와 Wi-Fi 에드혹 네트워크를 랜덤으로 이용하는 방법 대비 73%의 속도 향상과 43%의 3G 사용량 감소 효과를 보임을 확인할 수 있었다.

• 한국컴퓨터정보학회논문지
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• 제25권2호
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• pp.83-92
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• 2020

본 논문에서는 5G 시스템에서 저지연 통신들을 위한 효율적인 세션 관리 기법을 제안한다. 본 논문에서의 효율적인 세션 관리 기법은 저지연 통신들을 위한 세션 설정 실패 시 불필요한 재시도 제어 오버헤드를 방지, 단말의 배터리 소모를 막고 네트워크 리소스 낭비를 방지할 수 있도록 제안한다. 제안하는 기법은 만약 단말이 네트워크 실패 혹은 리소스 부족으로 인하여 5G 시스템과의 저전력 통신을 위한 Always-on PDU 세션 설정이 실패했을 때, 5G 네트워크로부터 실패 관련 특정 정보를 포함한 NAS 메시지에 의하여 단말의 Always-on PDU 세션 재설정을 제한한다. 실험 결과, 현재 3GPP 5G 시스템에서의 세션 관리 방안과 비교하여 제안하는 ESMS는 불필요한 제어 오버헤드를 최소화하고, 단말의 배터리 효율성을 향상시킬 수 있음을 확인하였다.

• 한국전자통신학회논문지
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• 제5권3호
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• pp.275-280
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• 2010

본 논문에서는 짧은 길이의 패킷을 일정길이를 갖는 하나의 패킷에 취합하여 전송하는 기법인 패킷취합을 MANET(Mobile Ad-hoc Network)에서 전송되는 VoIP(Voice over Internet Protocol) 트래픽에 적용하여 전송성능을 개선하고 그 결과를 측정 분석하였다. 전송성능측정에는 NS(Network Simulator)-2를 기반으로 구현한 VoIP 시뮬레이터를 사용하였다. 시뮬레이션에서 VoIP 트래픽은 G.711, G.729A, GSM.AMR 및 iLBC를 사용하여 생성하였으며, 이 트래픽을 전송하여 MOS(Mean Opinion Score), 종단간 네트워크 지연, 패킷손실율 및 전송대역을 측정하였다. 결과로서 MOS는 약 98%, 종단간 네트워크 지연의 경우 6.4배, 패킷손실율의 경우 32배의 개선을 보였다. 반면에 전송대역은 최대 약 10% 증가하였다. 끝으로 본 논문은 측정된 결과를 토대로 MANET에서 패킷취합을 사용한 VoIP 구현기준을 제시하였다.

• 전자공학회논문지CI
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• 제49권1호
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• pp.46-53
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• 2012

WBAN(Wireless Body Area Network) 기술은 인체 내부 및 외부에 부착한 디바이스들을 무선으로 연결하여 통신할 수 있는 근거리 무선 통신 기술로서 IEEE 802.15.6 TG BAN을 중심으로 물리 계층, 데이터 링크 계층, 네트워크 계층 및 응용계층 등에서 표준화가 진행되고 있다. WBAN 환경을 지원하기 위해서는 센서 노드 디바이스 뿐만 아니라 WBAN 미들웨어 및 WBAN 응용 서비스 등의 WBAN 핵심 기술의 개발이 필요하다. 본 논문에서는 3G, 4G, WiFi를 통하여 환자의 생체 정보를 정확하고 신속하게 전달하기 위한 목적으로 WBAN 환경을 위한 의료용 메시지 구조를 설계하고 WBAN 게이트웨이 관리 엔진을 통하여 BN으로부터 들어온 환자의 생체 정보를 스마트폰에서 확인할 수 있는 의료용 애플리케이션을 구현하였다.

• 정보통신설비학회논문지
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• 제2권3호
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• pp.36-47
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• 2003

Wideband Code Division Multiple Access (WCDMA) is one of the air interface techniques proposed for the third generation (3G) mobile communication system. WCDMA was selected because it fulfills the IMT-2000 requirements for higher data rate trans mission, support of multimedia capabilities and other flexible services due to its variable bit rates and larger bandwidth, improved capacity and coverage, efficient power control and support for advanced and improved detector structures. Performance evaluation of 3G wireless network through simulation plays an important role in the design and implementation of the actual system, aiding the wireless system designer by providing them the necessary performance conformance statistics prior to implementation. In accordance with this goal, a simulator engine was developed entirely on a MATLAB platform to emulate the behaviour of the WCDMA air interface for both the uplink and downlink in a real world fading mobile environment. This paper discuss the development of the simulator along with a brief description of its functionalities and user interface. The WCDMA air interface mode focused in this paper is in accordance to the 3GPPs frequency division duplex (FDD) mode and restricted to the physical layer description. Performance results for the selected cases for the downlink, uplink, varying mobile velocity and sampling rates are also provided.