• International Journal of Computer Science & Network Security
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• 제21권5호
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• pp.133-138
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• 2021

The concept of inclusive development provides equal opportunities for all participants in access to the labor market and resource allocation. This concept emphasizes the equality of human capital, the ecological state of the environment, social protection and food security. This concept is fundamentally different from the standard perception of economic growth, because it has broader goals than simply increasing incomes and GDP. It rejects the position that positive results are an automatic consequence of growth; here the basic condition is human development and increase of its well-being, reduction of poverty. Therefore, it is not the result of distribution that becomes primary, but the involvement in the process of social reproduction. An alternative system of characterization of the country's position according to the resulting indicator of the Inclusive Development Index was presented at the World Economic Forum in Davos. In this research the methodical development of the system of estimation of the index of inclusive development for regions of the NUTS 4 level of the European classification is resulted.

• International Journal of Computer Science & Network Security
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• 제24권4호
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• pp.119-126
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• 2024

This paper reviewed and provides clarifications as to the meaning and concept of Smart Cities with particular reference to the Smart City Components. The paper also discusses Internet of Things and the Big Data in relation to the role they played in the development and evolution of smart cities. The paper further provides discussions on the 5G Wireless Networks and Industry 4.0 buttressing their significance in the smart cities concept. The paper as the name implies; discusses on the readiness and adaptability of this trending concept 'Smart City' in the African global space.

• 대한전자공학회논문지
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• 제26권5호
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• pp.85-91
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• 1989

본 연구에서는 자기지도 BP 신경회로망의 은닉노드상의 활성패턴을 음성패턴의 분산표현된 개념으로 설정하고, 이 분산개념을 T.Kohonen의 자율조직 신경회로망(SOFM)의 입력특징으로 하는 복합적 회로망을 제안한다. 이렇게 함으로써 통상의 BP 신경망의 교육에 관련된 어려움과 패턴정합기로 떨어지는 약점을 해소하는 동시에 의미있고 다양한 내부표현을 추출해 낼 수 있다는 강점을 활용할 수 있고, SOFM의 강력한 판단기능을 이용하여 보다 구조적이고 의미있는 개념맵의 배열을 얻을 수 있게 되었다. 결과적으로 전처리가 불필요하고 자기교육이 가능한 독자적인 인식시스템이 구성된다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권8호
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• pp.3567-3588
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• 2018

In the Internet of Things (IoT) concept, devices communicate autonomously with applications in the Internet. A significant aspect of IoT that makes it stand apart from present-day networked devices and applications is a) the very large number of devices, produced by diverse makers and used by an even more diverse group of users; b) the applications residing and functioning in what were very private sanctums of life e.g. the car, home, and the people themselves. Since these diverse devices require high-level security, an operational model for an IoT system is required, which has built-in security. We have proposed the societal model as a simple operational model. The basic concept of the model is borrowed from human society - there will be infants, the weak and the handicapped who need to be protected by guardians. This natural security mechanism works very well for IoT networks which seem to have inherently weak security mechanisms. In this paper, we discuss the requirements of the societal model and examine its feasibility by doing a proof-of-concept implementation.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
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• pp.230-235
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• 1992

We propose a method of generating data to train a neural network controller. The data can be prepared directly by an iterative learning technique which repeatedly adjusts the control input to improve the tracking quality of the desired trajectory. Instead of storing control input data in memory as in iterative learning control, the neural network stores the mapping between the control input and the desired output. We apply this concept to the trajectory control of a two link robot manipulator with a feedforward neural network controller and a feedback linear controller. Simulation results show good generalization of the neural network controller.

• Journal of Communications and Networks
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• 제14권4호
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• pp.451-460
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• 2012

Natural disasters often lead to regional failures that can cause network nodes and links co-located in a large geographical area to fail. Novel approaches are required to assess the network vulnerability under such regional failures. In this paper, we investigate the vulnerability of networks by considering the geometric properties of regional failures and network nodes. To evaluate the criticality of node locations and determine the critical areas in a network, we propose the concept of ${\alpha}$-critical-distance with a given failure impact ratio ${\alpha}$, and we formulate two optimization problems based on the concept. By analyzing the geometric properties of the problems, we show that although finding critical nodes or links in a pure graph is a NP-complete problem, the problem of finding critical areas has polynomial time complexity. We propose two algorithms to deal with these problems and analyze their time complexities. Using real city-level Internet topology data, we conducted experiments to compute the ${\alpha}$-critical-distances for different networks. The computational results demonstrate the differences in vulnerability of different networks. The results also indicate that the critical area of a network can be estimated by limiting failure centers on the locations of network nodes. Additionally, we find that with the same impact ratio ${\alpha}$, the topologies examined have larger ${\alpha}$-critical-distances when the network performance is measured using the giant component size instead of the other two metrics. Similar results are obtained when the network performance is measured using the average two terminal reliability and the network efficiency, although computation of the former entails less time complexity than that of the latter.

• 정보처리학회논문지C
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• 제8C권5호
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• pp.683-692
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• 2001

본 논문에서는 인터넷 망을 위한 SNMP(Simple Network Management Protocol)를 이용하는 망 관리 시스템과 OSI 망을 위한 CMIP (Common Management Information Protocol)을 사용하는 망 관리 시스템을 상호 연동할 수 있는 통합 망 관리 에이전트 (agent)를 설계, 구현하였다. 서로 다른 두 망 관리 시스템을 통합하기 위하여 본 연구에 앞서 수행한 MOVI(Managed Object View Interface) 개념을 이용하였다. 통합 망 관리 에이전트 설계를 위한 3가지 모델을 검토하고 이 모델들의 장단점을 비교하여 적합한 모델을 선택 하였다. 선택한 모델을 구체화할 수 있는 통합 망 관리 에이전트의 논리적 구조와 구체적인 구현방법 그리고 각 모듈별 작동에 대하여 언급하였다. 본 연구에서는 기존의 망 관리 시스템인 osimis와 ucd-snmp 시스템을 참조 모델로 이용하였다. 본 연구를 통하여 인터넷 망과 OSI 망을 망 관리적 측면에서 연동할 수 있을 뿐 아니라 앞으로 MOVI 개념에서 언급하고 있는 것과 같이 새롭게 정의될 수 있는 망 관리 시스템과의 연동에 대한 확장도 가능하다는 장점을 가진다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2005년도 추계종합학술대회
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• pp.31-34
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• 2005

In this paper, we proposed a MAC protocol which can be used in power line communications(PLC). In the power line communication network, the data signal cannot travel long distance because of a serious attenuation. Consequently, we need to have a number of repeaters (amplifiers) in order to recover the signal power, which causes flooding problem in the network The proposed MAC protocol uses polling concept and solves the flooding problem in the power line communication network. The proposed protocol can be applied to power line communication networks for automatic power distribution control system. A mathematical analysis has been carried out to estimate the performance of the proposed protocol.

• 전자통신동향분석
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• 제33권1호
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• pp.111-122
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• 2018

In this review, several new technologies considered when providing an open service environment in a mobile communication network are described. Recently, 3GPP developed some standards related to IoT services for opening a service platform in an SCS environment based on the OSA concept in a 3GPP LTE system. Similarly, the development of a new framework is underway to allow a plurality of services to commonly use an API environment in which a service provider or client accesses a 5G mobile communication system. Extending the existing LTE SCEF concept, the standardization of the northbound API is applied in the 5G CAPIF environment. Therefore, it is possible to construct a framework that facilitates access from outside, and takes advantage of the common management of various open service environments. An open service platform environment is expected to play an important role in transforming a network with simple connectivity services into a variety of new service markets, or into a service environment that can create added value.

• 품질경영학회지
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• 제28권1호
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• pp.105-118
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• 2000

In this paper, we consider an interconnection network, DRDT (Dual Receive Dual Transmit), that is a double-loop ring topology and adopts the concept of multiple packets transmission. For three types of DRDT configurations, we investigate some properties related to path sets and discuss the method for finding minimal path sets. Using the concept of the terminal reliability and the path sets approach, we evaluate the reliability of the DRDT networks and compare them with a single ring network and a unidirectional double-loop ring network.