• 한국산업융합학회 논문집
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• 제26권1호
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• pp.35-46
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• 2023

A model test is performed to measure the sloshing impact pressure in the liquid tank. A preprocessing is performed to learn the model test results applied with various environmental conditions. In this study, we propose a method for generating data similar to the total pressure data using Generative Adversarial Networks. In addition, after approximating the generated result to the three parameter Weibull distribution, the difference of the three parameters was compared through the RMSE and SMAPE calculation results. As a result, the distribution of the generated data showed similar results to the total pressure data distribution.

• 전자통신동향분석
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• 제38권1호
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• pp.55-64
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• 2023

Recently, preparations for 6G have led to the increasing interest in integrated or hybrid communication networks considering low-orbit satellite communication networks with terrestrial mobile communication networks. In addition, the demand for frequency allocation for new mobile services from low-orbit small satellites to provide global internet of things (IoT) services is increasing. The operation of such satellites and terrestrial mobile communication networks may inevitably cause interference in adjacent bands and the same band frequency between satellites and terrestrial systems. Focusing on the results of the recent ITU-R WP4C meeting, this study introduces the current status of frequency sharing and interference issues between satellites and terrestrial systems, and frequency allocation issues for new mobile satellite operations. Coexistence and compatibility studies with terrestrial IMT in L band and 2.6 GHz band, operated by Inmassat and India, respectively, and a new frequency allocation study (WRC-23 AI 1.18) are carried out to reflect satellite IoT demand. For the L band, technical requirements have been developed for emission from IMT devices at 1,492 MHz to 1,518 MHz to bands above 1,518 MHz. Related studies in the 2 GHz and 2.6 GHz bands are not discussed due to lack of contributions at the recent meeting. In particular, concerning the WRC-23 agenda 1.18 study on the new frequency allocation method of narrowband mobile satellite work in the Region 1 candidate band 2,010 MHz to 2,025 MHz, Region 2 candidate bands 1,695 MHz to 1,710 MHz, 3,300 MHz to 3,315 MHz, and 3,385 MHz to 3,400 MHz, ITU-R results show no new frequency allocation to narrow mobile satellite services. Given the expected various collaborations between satellites and the terrestrial component are in the future, interference issues between terrestrial IMT and mobile satellite services are similarly expected to continuously increase. Therefore, participation in related studies at ITU-R WP4C and active response to protect terrestrial IMT are necessary to protect domestic radio resources and secure additional frequencies reflecting satellite service use plans.

• 대한전기학회:학술대회논문집
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• 대한전기학회 1996년도 하계학술대회 논문집 B
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• pp.1186-1188
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• 1996

Neural networks and fuzzy systems have attracted the attention of many researehers recently. In general, neural networks are used to obtain information about systems from input/output observation and learning procedure. On the other hand, fuzzy systems use fuzzy rules to identify or control systems. In this paper we present a generalized FCMAC(Fuzzified Cerebellar Model Articulation Controller) networks, by integrating fuzzy systems with the CMAC(Cerebellar Model Articulation Controller) networks. We propose a direct adaptive controller design based on FCMAC(fuzzified CMAC) networks. Simulation results reveal that the proposed adaptive controller is practically feasible in nonlinear plant control.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1998년도 The Third Asian Fuzzy Systems Symposium
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• pp.410-412
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• 1998

Subsymbolic Knowledge processing is said to be changed states of networks constructed from small elements. subsymbolic systems also make it possible to use connectionist models for knowledge processing. Connectionist realization such modulus are modulus linked together for solving a given problem. We study using neural networks as distinct actions. The output vectors produced by the neural networks are consider as a new facts. These new facts are then processed to activate another networks or used in the current production rule, The production rule is applying knowledge stored in the knowledge base to make inference. After neural networks knowledge base is constructed and trained. We present a running sample of incorporating neural network knowledge base. We implement using rochester connectionist simulator. We suggest that incorporating neural network knowledge base. Therefore incorporated neural network knowledge base ensures a cleaner solution which results in better perfor s.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권10호
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• pp.4923-4939
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• 2019

In this paper, a secure transmission scheme based on the artificial noise is proposed for D2D communications underlaying the full-duplex cellular network, and a secure power allocation scheme to maximize the overall secrecy rate of both the cellular user and D2D transmitter node is presented. Firstly, the full-duplex base station transmits the artificial noise to guarantee the secure communications when it receives signals of cellular uplinks. Under this secure framework, it is found that improving the transmission power of the cellular user or the D2D transmitter node will degrade the secrecy rate of the other, although will improve itself secrecy rate obviously. Hence, a secure power allocation scheme to maximize the overall secrecy rate is presented subject to the security requirement of the cellular user. However, the original power optimization problem is non-convex. To efficiently solve it, we recast the original problem into a convex program problem by utilizing the proper relaxation and the successive convex approximation algorithm. Simulation results evaluate the effectiveness of the proposed scheme.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2002년도 추계학술대회 논문집 전력기술부문
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• pp.180-182
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• 2002

전력 시장의 자율 경쟁체제가 본격화되면서 기존 공급자 중심의 시장은 급격하게 사용자 중심의 시장으로 재편되어 가고 있다. 기존의 최소한의 '데이터'라는 개념은 최대한의 '정보'라는 개념으로 변화되었다. 정보의 신속하고 효율적인 관리는 변전소 자동화 시스템의 핵심 전략이자 이를 기반으로 한 전력 시스템의 IT화를 가속화시키는 원동력이 되었다. 외국의 경우 1990년대 초에 등장한 UCA2(Utility Communication Architecture)를 기반으로 한 IEC 61850(Communication Networks and systems in substation)이라는 새로운 통신 아키텍처의 도입을 서두르고 있다. IEC 61850은 IEC에서 추진중인 표준화작업의 일환으로 기존의 포인트와 태그(address) 중심의 전력 SCADA 시스템과는 달리 디바이스 및 관련 정보를 데이터 클래스 모델링을 통해 객체화하고 이 표준 객체를 통해 공통의 언어로 통신을 하는 방식으로 wire 중심이 아닌 bus 중심의 통신 방식(Ethernet)을 채용하여 대용량 정보의 실시간 전송 및 이기종간 통신이 가능한 장점을 가지고 있다. 본 논문에서는 IEC 61850을 중심으로 변전소 자동화 시스템 및 전력 시스템의 IT화와 관련된 표준 통신 프로토콜들을 소개하고 전력시스템과 변전소 환경이라는 특수 상황을 고려하여 새롭게 등장한 아키텍처의 특징을 살펴본다.

• 전자공학회논문지
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• 제51권10호
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• pp.34-40
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• 2014

패킷전달망은 기존 회선 기반의 전달 방식을 패킷 기반으로 전환한 기술로써 통계적 다중화 기반의 전송 효율을 통해 비트당 전송 비용을 절감하고, 회선망 수준의 강력한 OAM 및 50ms 이내의 보호절체 기능을 제공하는 기술을 말한다. 최근들어 IEEE PBB-TE 및 ITU-T, IETF MPLS-TP 등의 캐리어급 패킷전달망 기술의 표준화로 통신사업자의 기존 회선 중심의 전달망은 연결지향형 기반의 패킷망으로 진화 및 발전이 이루어지고 있는 추세이며, 이와 관련하여 기존망과의 상호연동에 있어 고신뢰성 및 관리 기능의 측면에서 다양한 기술적 이슈들이 제기되고 있다. 본 논문은 통신사업자 입장에서 패킷전달망 전환시 IP 라우터망 장비와의 정합을 통해 발생될 수 있는 연동구간 장애 감지 문제를 정의하고, 해당 장애를 효과적으로 감지할 수 있는 다양한 방안들을 제시함과 동시에 MEF에서 정의된 이더넷 서비스 조합을 통해 예비 회선이 없는 상황에서 IP 트래픽을 신뢰성 있게 전달하는 방법 등 사업자 입장에서 보다 안정적으로 망을 운영할 수 있는 가이드라인을 제공하는데 있다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권8호
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• pp.3474-3497
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• 2016

Network Function Virtualization (NFV) and Software Defined Networking (SDN) are recently considered as very promising drivers of the evolution of existing middlebox services, which play intrinsic and fundamental roles in today's networks. To address the virtual service deployment issues that caused by introducing NFV or SDN to networks, this paper proposes an optimal solution by combining quantum genetic algorithm with cooperative game theory. Specifically, we first state the concrete content of the service deployment problem and describe the system framework based on the architecture of SDN. Second, for the service location placement sub-problem, an integer linear programming model is built, which aims at minimizing the network transport delay by selecting suitable service locations, and then a heuristic solution is designed based on the improved quantum genetic algorithm. Third, for the service amount placement sub-problem, we apply the rigorous cooperative game-theoretic approach to build the mathematical model, and implement a distributed algorithm corresponding to Nash bargaining solution. Finally, experimental results show that our proposed method can calculate automatically the optimized placement locations, which reduces 30% of the average traffic delay compared to that of the random placement scheme. Meanwhile, the service amount placement approach can achieve the performance that the average metric values of satisfaction degree and fairness index reach above 90%. And evaluation results demonstrate that our proposed mechanism has a comprehensive advantage for network application.

• KDI Journal of Economic Policy
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• 제14권2호
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• pp.77-108
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• 1992

흔히 우리의 취약한 기술력은 GNP에 대한 R&D 투자비중이 낮은 것으로 대변되고 있고, 기술개발투자의 확대가 기술력 향상과 동일시되고 있다. 그러나 산업발전단계(産業發展段階)에 따라 개발대상(開發對象) 기술(技術)의 구성(構成)이 달라지므로 선진국에 비해 R&D 비중이 낮다고 하여 반드시 기술개발 노력이 부진한 것은 아니다. 한국(韓國)은 기술개발에 투입할 경제여력이나 그것을 담당할 수 있는 고급 인력의 공급측면에서 선진국에 비해 절대적 열세에 처해 있는만큼, 연구개발투자(硏究開發投資)의 절대 수준도 중요하나 기술개발(技術開發)의 성과(成果)를 극대화하기 위한 기술의 획득(獲得) 및 습득과정(習得過程)의 효율화(效率化)에 최선을 다해야 할 것이다. 산업경쟁력(産業競爭力) 향상을 위한 기술개발정책(技術開發政策)의 기본방향(基本方向)은 국내산업의 기술발전단계와 연구개발의 국내기반에 입각하여 기술개발투자(技術開發投資)의 효율화(效率化)를 위한 국제화(國際化) 전략(戰略)의 전개, 기업중심의 연구개발(硏究開發) 네트워크의 고도화, 공공연구기관의 정예화(精銳化) 및 대학의 연구활성화(硏究活性化)를 유도해 나가는 것으로 요약된다.

• 지식경영연구
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• 제19권4호
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• pp.19-37
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• 2018

Knowledge transfer among employees integrates individual knowledge scattered within a firm, thus increases organizational effectiveness. In particular, the role of knowledge broker, which enables knowledge sharing across multiple teams or subunits, is critical for the success of knowledge management. This study classified the types of knowledge broker that facilitates knowledge flows among team, and examined the influences of various intra- and inter-team social networks. Survey responses from 128 employees of four R&D teams were gathered and analyzed using partial least square structural equation modeling. The results of analysis showed that all types of inter-team networks(i.e., emotional closeness network, frequency of interaction network, and perceived expertise network) had significant influences on related knowledge brokerage behaviors. In case of intra-team networks, only the emotional closeness network showed significant influence. These results proved the necessity of managing various types of intra- and inter-team networks to encourage knowledge brokerage behaviors within a firm.