• 한국통신학회논문지
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• 제29권2B호
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• pp.203-209
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• 2004

OBS 네크워크에서 contention으로 인한 burst의 drop은 TCP의 성능에 중요한 영향을 끼치는 요소이나, 기존의 drop policy에서는 이를 고려하지 않으며 TCP에 대한 연구로는 burst의 assembling이 주를 이루고 있다. 본 논문에서는 OBS 네트워크에서 TCP의 재전송 문제를 drop policy와 연계하여 TCP의 성능을 향상시키고자 한다. 본 논문에서 제안하는 drop policy는 burst의 재전송 횟수가 drop을 결정하는데 있어서 priority로 작용하는 Retransmission Count-based DP(RC-based DP)이다. RC-based DP 모델과 general DP 모델의 성능을 ns-2를 이용한 시뮬레이션을 통해 평가하며, 이 때 시간의 변화에 따른 TCP throughput, 목적지에서 수신한 최고 Sequence 번호, 패킷의 drop rate을 비교 분석한다.

• 한국IT서비스학회지
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• 제15권4호
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• pp.85-95
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• 2016

Recently, deep learning and machine learning have attracted considerable attention and many supporting frameworks appeared. In artificial intelligence field, a large body of research is underway to apply the relevant knowledge for complex problem-solving, necessitating the application of various learning algorithms and training methods to artificial intelligence systems. In addition, there is a dearth of performance evaluation of decision making agents. The decision making agent that can find optimal solutions by using reinforcement learning methods designed through this research can collect raw pixel data observed from dynamic environments and make decisions by itself based on the data. The decision making agent uses convolutional neural networks to classify situations it confronts, and the data observed from the environment undergoes preprocessing before being used. This research represents how the convolutional neural networks and the decision making agent are configured, analyzes learning performance through a value-based algorithm and a policy-based algorithm : a Deep Q-Networks and a Policy Gradient, sets forth their differences and demonstrates how the convolutional neural networks affect entire learning performance when using pixel data. This research is expected to contribute to the improvement of artificial intelligence systems which can efficiently find optimal solutions by using features extracted from raw pixel data.

• 한국통신학회논문지
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• 제35권9B호
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• pp.1342-1349
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• 2010

군용 환경에서 동적으로 변화하는 PT (Plain Text) 네트워크들이 Black (Blk) 네트워크를 통하여 서로 보안성있는 통신을 하기 위해서는 Blk 네트워크를 형성하는 완전 그물형 IPSec 터널이 필요하다. 이동성과 보안성이 요구되는 Blk 네트워크에서 IPSec 터널과 보안 방안, 즉 SPD (Security Policy Database)를 동적으로 재구성하는 것은 어려운 과제이다. 본 논문에서는 기존의 IPSec 터널 터널 모드 기술과 IPSec 비밀 키 관리 기술을 바탕으로 하여 군 네트워크에서 요구하는 이동성과 보안성 능력을 제공하기 위해서 구비해야 할 기술인 DMIDP(Dynamic Multicast-based IPSec Discovery Protocol) 기술과 관련된 핵심 기술을 체계적으로 제안한다. 또 제안된 DMIDP 기법에서 나타날 이동성 및 보안성과 관련된 성능에 영향을 미치는 주요 변수와 이들의 운영 방법을 도출하고 제안된 변수 상태에서의 DMIDP 운영 효율성을 분석한다.

• 한국문헌정보학회지
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• 제28권
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• pp.109-133
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• 1995

This study assessed citation analysis results in light of their usefulness for national scientific and technical information (STI) policy formulation and review in Korea. using electrical and electronics engineering field as a case. After brief summary of citation analysis results was presented. current Korean STI policy was reviewed. which aims at establishing national STI sharing system by constructing many STI databases and information networks. Citation analysis results were discussed in light of their significance for Korean databases and information network construction and for use of informal networks such as E-Mail and invisible colleges. The problem of access to current information was also reviewed. Some recommendations were made to policy makers. which include creation of a centralized national STI center: development of guidelines for effective utilization of STI networks and STI; and. standardization of information processing technology and support for the automation of information centers and libraries. Based on the literature review. the best possible way of presenting recommendations to policy makers was examined. It was concluded that citation analysis could be a useful methodology for STI policy formulation and review when reliability and validity of the study is assured and the samples well represent the population of scientists and engineers. Finally recommendations for further research were offered.

• Journal of Communications and Networks
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• 제7권4호
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• pp.408-416
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• 2005

Quality of service (QoS) provision is an important and indispensable function for multi-service wireless networks. In this paper, we present a new scheduling/admission control frame­work, including an efficient rate-guaranteed opportunistic scheduling (ROS) scheme and a coordinated admission control (ROS­CAC) policy to support statistic QoS guarantee in multi-service wireless networks. Based on our proposed mathematical model, we derive the probability distribution function (PDF) of queue length under ROS and deduce the packet loss rate (PLR) for individual flows. The new admission control policy makes admission decision for a new incoming flow to ensure that the PLR requirements of all flows (including the new flow) are satisfied. The numerical results based on ns-2 simulations demonstrate the effectiveness of the new joint packet scheduling/admission control framework.

• Journal of Communications and Networks
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• 제16권2호
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• pp.193-201
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• 2014

In cognitive radio networks, the packet transmissions of the secondary users (SUs) can be interrupted randomly by the primary users (PUs). That is to say, the PU packets have preemptive priority over the SU packets. In order to enhance the quality of service (QoS) for the SUs, we propose a spectrum access strategy with an ${\alpha}$-Retry policy. A buffer is deployed for the SU packets. An interrupted SU packet will return to the buffer with probability ${\alpha}$ for later retrial, or leave the system with probability (1-${\alpha}$). For mathematical analysis, we build a preemptive priority queue and model the spectrum access strategy with an ${\alpha}$-Retry policy as a two-dimensional discrete-time Markov chain (DTMC).We give the transition probability matrix of the Markov chain and obtain the steady-state distribution. Accordingly, we derive the formulas for the blocked rate, the forced dropping rate, the throughput and the average delay of the SU packets. With numerical results, we show the influence of the retrial probability for the strategy proposed in this paper on different performance measures. Finally, based on the trade-off between different performance measures, we construct a cost function and optimize the retrial probabilities with respect to different system parameters by employing an iterative algorithm.

• 한국통신학회논문지
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• 제29권2B호
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• pp.192-202
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• 2004

2본 논문에서는 인터넷 QoS 지원 이동 IP 망에서의 정책기반 네트워크 시스템 설계 및 망관리 시스템 구현 방법에 대해 제안한다. 본 논문의 망관리 시스템은 정책기반 네트워크의 정책서버로서의 역할을 하게 된다. 인터넷 QoS 지원 이동 IP 망에서의 정책기반 네트워크의 전체적인 프레임워크는 크게 응용계층, 정보관리계층, 정책제어 계층, 디바이스계층의 네 계층으로 나뉘어 통합된 관리를 수행하는 구조를 가지고 있으며, 이러한 통합된 망관리 시스템에 적용할 네 가지 범주(access control, mobile IP operation, QoS control, network monitoring)의 정책 구조를 정의하고 이에 따른 동작 절차의 예를 보인다. 실제 QoS 지원 이동 IP 망에서의 정책기반 망관리 시스템의 구현을 위한 설계 방법 및 S/W의 구조와 각 모듈 별 기능에 대해 제시하고 이 망관리 시스템과 각각의 에이전트들과의 원활한 통신을 위해 개발한 SCOPS(Simple Common Open Policy Service)프로토콜의 구조 및 기능에 대해 정의한다. 마지막으로 제안된 인터넷 QoS 지원 이동 IP 망에서의 정책기반 망관리 시스템을 실험실 규모의 테스트 베드에 적용하여 구성하는 방법에 대해 자세히 설명하고 성능평가한다.

• ETRI Journal
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• 제41권4호
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• pp.465-472
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• 2019

The major challenge in wireless body area networks (WBAN) is setting up a protected communication between data consumers and a body area network controller while meeting the security and privacy requirements. This paper proposes efficient and secure data communication in WBANs using a Twofish symmetric algorithm and ciphertext-policy attribute-based encryption with constant size ciphertext; in addition, the proposed scheme incorporates policy updating to update access policies. To the best of the author's knowledge, policy updating in WBAN has not been studied in earlier works. The proposed scheme is evaluated in terms of message size, energy consumption, and computation cost, and the results are compared with those of existing schemes. The result shows that the proposed method can achieve higher efficiency than conventional methods.

• 한국통신학회논문지
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• 제31권4B호
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• pp.344-348
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• 2006

본 논문에서는 정책기반 네트웍 관리 기법을 지원하는 셀룰라 망에서 효율적인 QoS를 제공하는 방안을 제시하였다. 제안된 정책기반은 DiffServ에 기반한 우선순위 조절기법을 사용하여 시스템 상항에 따라 각각 다른 우선순위를 할당하여 트래픽별 QoS 수준을 유지하도록 한다. ns-2 환경 시뮬레이션을 사용하여 Conversational, Streaming, Interactive and background 트래픽에 대해서 DiffServ에 기반을 둔 정책을 사용할 경우, 비실시간 트래픽이 많이 발생하더라도 실시간 트래픽의 QoS에는 크게 영향을 주지 않고도 요구된 QoS를 보장함으로써 비 실시간 트래픽에 의해 네트워크 Congestion이 발생하는 상황에도 실시간 트래픽의 QoS를 보장할 수 있다는 것을 검증하였다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제11권11호
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• pp.5264-5281
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• 2017

Multihop relay-based cellular networks are attracting much interest because of their throughput enhancement, coverage extension, and low infrastructure cost. In these networks, relay stations (RSs) between a base station (BS) and mobile stations (MSs) drastically increase the overall spectral efficiency, with improved channel quality for MSs located at the cell edge or in shadow areas, and enhanced throughput of MSs in hot spots. These relay-based networks require an advanced radio resource management scheme because the optimal amount of radio resource for a BS-to-RS link should be allocated according to the MS channel quality and distribution, considering the interference among RSs and neighbor BSs. In this paper, we propose optimal resource planning algorithms that maximize the overall utility of relay-based networks under a proportional fair scheduling policy. In the first phase, we determine an optimal scheduling policy for distributing BS-to-RS link resources to RSs. In the second phase, we determine the optimal amount of the BS-to-RS link resources using the results of the first phase. The proposed algorithms efficiently calculate the optimal amount of resource without exhaustive searches, and their accuracy is verified by comparison with simulation results, in which the algorithms show a perfect match with simulations.