• 전자공학회논문지B
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• 제33B권10호
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• pp.130-138
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• 1996

In this paper, we propose a neural network which detect edges of different orentation and spatial frequency in arbitrary image data. We constructed the proposed neural network iwth two different types neural network. A diffusion network performs the gaussian operation efficiently by the diffusion process. And the spatial difference network has specially designed connections suitble to detect the contours of a specific oriention. Simulation results showed that the proposed neural network can extract the edges of selected orientation efficiently by applying the neural network to a test pattern and the real image.

• Journal of Information Processing Systems
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• 제12권3호
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• pp.511-524
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• 2016

The Virtual Local Area Network (VLAN) has been used for a long time in campus and enterprise networks as the most popular network virtualization solution. Due to the benefits and advantages achieved by using VLAN, network operators and administrators have been using it for constructing their networks up until now and have even extended it to manage the networking in a cloud computing system. However, their configuration is a complex, tedious, time-consuming, and error-prone process. Since Software Defined Networking (SDN) features the centralized network management and network programmability, it is a promising solution for handling the aforementioned challenges in VLAN management. In this paper, we first introduce a new architecture for campus and enterprise networks by leveraging SDN and OpenFlow. Next, we have designed and implemented an application for easily managing and flexibly troubleshooting the VLANs in this architecture. This application supports both static VLAN and dynamic VLAN configurations. In addition, we discuss the hybrid-mode operation where the packet processing is involved by both the OpenFlow control plane and the traditional control plane. By deploying a real test-bed prototype, we illustrate how our system works and then evaluate the network latency in dynamic VLAN operation.

• 상하수도학회지
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• 제27권6호
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• pp.711-721
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• 2013

Optimal operation of a combined sewer network with distributed storage facilities aims to use the whole retention capacity of all reservoirs efficiently before overflows take place somewhere in the considered network system. An efficient real-time network control (RTNC) strategy has been emerging as an attractive approach for reducing substantially the overflows from a sewer network compared to the conventional fixed or manually adjusted gate setting method, but the related concrete framework for RTC development has not been throughly introduced so far. The main goal of this study is to give a detailed description of the RTNC systems via reviewing several guidelines published abroad, and finally to suggest methods for the proper application of RTNC on distributed storage facilities. Especially, this study is focused on emphasizing the importance of hierarchical structure of RTNC system that consists of three control layers (management, global control and local control). Further, with regard to the global control layer which is responsible for the central overall network control, the wide-ranging details of two components (adaption and optimization layers) are also presented. This study can provide the valuable basis for the RTNC implementation in the particular sewer network with distributed multiple storage facilities.

• 전기전자학회논문지
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• 제22권4호
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• pp.1115-1122
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• 2018

본 논문에서는 기존 1-Bit 합성곱 신경망의 성능 하락에 대한 분석과 이를 완화하기 위한 방안을 제시한다. 기존의 연구는 첫 번째 층과 마지막 층만 32-Bit 연산을 적용하고 나머지 연산은 1-Bit 연산을 적용한 것과 달리 본 논문에서는 두 번째 층도 32-Bit로 연산한다. 또한 입력과 가중치를 이진화하고 1-Bit 연산을 적용한 후에는 비선형 활성화 함수를 제거할 수 있음을 제시한다. 본 논문에서 제시한 방법을 검증하기 위해 차량 번호판 검출을 위한 객체 검출 신경망을 실험하였다. 기존의 방법으로 학습한 결과보다 정확도가 74%에서 96.1%로 상승하였다.

• 융합신호처리학회논문지
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• 제10권4호
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• pp.280-288
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• 2009

본 논문에서는 한국우주전파관측망(Korean VLBI Network; KVN)을 통하여 천체의 미약한 우주전파를 고속으로 기록하는 Mark5B 고속기록기 시스템의 제어운용 소프트웨어를 분석하고 VSI(VLBI Standard Interface) 형식의 시각정보를 기록할 수 있는 소프트웨어를 개발하였다. 고속기록기 시스템의 제어운용 소프트웨어는 대용량 하드디스크를 제어할 수 있는 RAID 보드를 구동하는 소프트웨어와 네트워크를 통한 제어운용을 할 수 있다. 핵심 제어 소프트웨어가 시스템에서 구동하고 있으면 네트워크로 입력된 명령을 해석하고 실행 후 결과를 다시 네트워크를 통해 출력하도록 구성되어 있다. 이러한 소프트웨어 분석을 통하여 기록된 관측데이터를 상관처리하기 위해 필요한 시각정보를 함께 기록할 수 있는 소프트웨어를 본 논문에서 개발하였다. 개발된 소프트웨어는 데이터를 기록할 때 입력되는 1PPS 신호의 인터럽트를 확인한 후 데이터 기록과 함께 기록시각정보도 함께 데이터 기록시간동안 기록한다. 개발한 소프트웨어의 정상동작을 확인하기 위해 실제 관측을 수행하였으며, 기록한 데이터의 분석을 통하여 그 유효성을 확인하였다.

• 한국항해항만학회:학술대회논문집
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• 한국항해항만학회 2021년도 추계학술대회
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• pp.72-73
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• 2021

자율운항선박(MASS, Maritime Autonomous Surface Ship) 도입을 위한 국제해사기구의 논의가 본격화됨에 따라 국제항로표지협회 제27차 이네비게이션(ENAV) 위원회 워킹그룹(WG2)에서 MASS 운영지원을 위한 시스템 개발시 사이버보안(사이버 위험관리) 측면을 우선적으로 고려하도록 하는 논의가 진행되었다. 우리나라는 2020년 자율운항선박 기술개발사업을 착수하였으며, 2021년부터 사이버보안 기술개발을 위한 세부과제를 추진 중에 있다. 디지털 해상통신시스템 환경에서의 MASS 운용은 기존 해상통신환경에서는 고려되지 않았던 다양한 디지털 장비들의 네트워크 보안이 요구된다. 본 연구에서는 사이버보안 기술개발 세부과제에서 수행중인 MASS 운용 지원을 위한 네트워크 보안장비 기본 개념을 소개하고, 기초단계에서의 MASS 선박 적용을 위한 네트워크 보안장비 인터페이스를 정의한다.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2008년도 춘계학술대회 특별세미나.특별세션
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• pp.27-41
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• 2008

Construction of metro transportation infra is a large-scale project requiring tremendous financial resources. This study suggests operation method to use for rapid transit line existing infra such as Gyeongbu line and spare line capacity following second phase KTX construction. Reviewing various constraints of metro rapid transit operation, we found that the conditions for metro rapid transit operation are already satisfied in Daegu area, just like the case of Gyeongbu line in Seoul Metro area. Also, the evaluation of the economic feasibility of metro rapid transit operation in Daegu area shows that B/C is about 2.4, which implies that there is sufficient economic feasibility. According to the result of sensitivity analysis, the project is economically feasible unless the passenger demand decreases 15% and construction costs increases more than 70%. B/C is evaluated large because the utilization of already exiting infra lowers the initial cost. As one of mass transportation system of large capacity, metro rapid transit can generate significant spillover effect: It will strengthen competitiveness of metro area by connecting cities within the area and by extending one-day life zone of the area, to say nothing of the benefit of improving traffic condition. The construction of metro rapid transit network is necessary for the mass transportation system of Yeongnam area as well as Daegu area, and it may work as a starting point for uniting Daegu and Gyeongbuk and strengthening regional competitiveness.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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• pp.332-336
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• 1991

Network management is responsible for gathering information on the usage of the network media by the network devices, ensuring the correct operation of the network, and providing reports. MAP network management must provide the high reliability of the media and signaling method, even in very harsh environments, providing a very low bit error rate and minimum number of retransmission. In this paper, we analysed the framework of OSI management and MAP network management and discussed the implementation method of fault management and remote management mechanism in the Mini-MAP controller developed for IBM-PC.

• 한국전자통신학회논문지
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• 제15권3호
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• pp.473-478
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• 2020

열차 운행의 정확성과 안정성을 위하여 열차와 열차이동 주변환경 사이의 통신은 필수적인 요소이다. 열차 운행을 지원하기 위해서는 열차와 열차이동 주변 환경 사이에 측정/감시 등을 목적으로 사용되는 센서와 열차 간의 통신 구조와 성능의 분석이 요구된다. 본 논문에서는 이동 중에 있는 열차가 열차궤도 주변에 있는 각종 센서장치로부터 측정된 열차운행 및 환경 정보를 효과적으로 수신하고 이를 열차 데이터 관제 센터로 전송하는 LTE-R 기반의 철도 센서네트워크에 대한 성능을 분석하고 철도 센서 네트워크 구축에 필요한 구축 조건을 제시한다.

• 대한안전경영과학회지
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• 제22권4호
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• pp.65-74
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• 2020

Many of companies have made significant improvements for globalization and competitive business environment The supply chain management has received many attentions in the area of that business environment. The purpose of this study is to generate realistic production and distribution planning in the supply chain network. The planning model determines the best schedule using operation sequences and routing to deliver. To solve the problem a hybrid approach involving a genetic algorithm (GA) and computer simulation is proposed. This proposed approach is for: (1) selecting the best machine for each operation, (2) deciding the sequence of operation to product and route to deliver, and (3) minimizing the completion time for each order. This study developed mathematical model for production, distribution, production-distribution and proposed GA-Simulation solution procedure. The results of computational experiments for a simple example of the supply chain network are given and discussed to validate the proposed approach. It has been shown that the hybrid approach is powerful for complex production and distribution planning in the manufacturing supply chain network. The proposed approach can be used to generate realistic production and distribution planning considering stochastic natures in the actual supply chain and support decision making for companies.