• Title/Summary/Keyword: Network Variation

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Regularization Parameter Selection for Total Variation Model Based on Local Spectral Response

  • Zheng, Yuhui;Ma, Kai;Yu, Qiqiong;Zhang, Jianwei;Wang, Jin
    • Journal of Information Processing Systems
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    • 제13권5호
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    • pp.1168-1182
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    • 2017
  • In the past decades, various image regularization methods have been introduced. Among them, total variation model has drawn much attention for the reason of its low computational complexity and well-understood mathematical behavior. However, regularization parameter estimation of total variation model is still an open problem. To deal with this problem, a novel adaptive regularization parameter selection scheme is proposed in this paper, by means of using the local spectral response, which has the capability of locally selecting the regularization parameters in a content-aware way and therefore adaptively adjusting the weights between the two terms of the total variation model. Experiment results on simulated and real noisy image show the good performance of our proposed method, in visual improvement and peak signal to noise ratio value.

항등비트율 서비스를 위한 GCRA 폴리싱 알고리즘의 성능 해석 (Performance Analysis of GCRA Policing Algorithm for Constant-Bit Rate Service)

  • 김영범
    • 한국정보통신학회논문지
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    • 제10권12호
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    • pp.2157-2165
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    • 2006
  • 항등 비트율 서비스를 위한 대표적인 이용자 트래픽 통제 알고리즘인 GCRA에 있어서 네트워크의 과부하와 전송 도중 불가피하게 발생하는 전송지연 변동에 따른 이용자 트래픽의 과도한 손실을 방지하기 위해서는 적절한 전송 지연변동 허용치의 설정이 매우 중요하다. 본 논문에서는 항등 비트율의 소스 트래픽에 대한 GCRA 순응검사에서 지연변동 허용치의 범 위에 따른 GCRA의 성능을 여러 측면에서 분석하고 적절한 지연변동 허용치 설정을 위한 가이드라인을 제시한다.

Analysis and Compensation of PCC Voltage Variations caused by Wind Turbine Power Fluctuations

  • Im, Ji-Hoon;Song, Seung-Ho;Kang, San
    • Journal of Power Electronics
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    • 제13권5호
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    • pp.854-860
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    • 2013
  • The voltage variation problem at the point of common coupling (PCC) in a grid-connected wind turbine is investigated. The voltage variation problem is one of the most frequent power quality issues for the grid connection of large amounts of input power in a weak grid. Through the simplified modeling of the wind turbine and power network, the magnitude of PCC voltage variation is calculated by using the equivalent circuit parameters and output power of the wind turbine. The required amount of reactive power that can compensate the voltage variation is also presented analytically by using the vector diagram method. The proposed calculation and compensation method of the PCC voltage variation is verified by computer simulations and experiments.

동적통행배정모형의 실시간 교통상황 반영 (Rolling Horizon Implementation for Real-Time Operation of Dynamic Traffic Assignment Model)

  • SHIN, Seong Il;CHOI, Kee Choo;OH, Young Tae
    • 대한교통학회지
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    • 제20권4호
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    • pp.135-150
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    • 2002
  • 기 제안된 수리적 동적통행배정모형은 전체 시뮬레이션 기간동안 시간종속적 교통수요와 교통망의 교통상황이 이미 안정되어 있고 장래에도 예측가능 하다는 가정을 전제로 개발되었다. 이러한 가정은 실제 시시각각으로 변화하는 교통수요와 교통상황의 예측 불가능함 고려할 때 비현실적이라고 할 수 있다. 한편, Rolling Horizon Implementation(RHI)은 기종점간의 수요행렬(trip matrix)과 교통상황(traffic condition)이 단기간의 예측시간동안 현재의 예측정보를 기반으로 신뢰성 있게 모니터링 될 수 있고, 그 시점에서 보다 미래로 연장된 시간으로는 불확실성(uncertainty)의 증가를 고려한다는 가정을 전제로 제안되었다. 따라서, RHI개념과 부합되는 수리적 동적통행배정모형은 시뮬레이션 출발시점에 수요와 교통상황에 대한 확정적 정보가 이미 획득되어 있고, 그 기간이후의 정보에 대해서는 시간이 흐름에 따른 정보의 유용성을 근거로 각 운전자 그룹이 인지 (Perceived)하는 가로망의 통행비용(travel cost)을 최소화되도록 차량을 배정하는 것으로, 실시간적으로 인지된 교통수요와 교통망에 대한 정보를 통행배정초기에 입력변수로 사용하여 실시간 교통정보모형으로서 운영가능 하다는 장점을 제공한다. 본 연구는 수리적 동적통행배정모형이 RHI개념과 부합되어 교통상황과 수요변화를 실시간적으로 반영하여 운영되도록 모형의 기능을 확장하는 데 있다. 이를 위해, 다계층 이용자(multiple user classes) 동적통행배정모형을 변동등식(variational equality)이론에 근거한 모형식을 기반으로, 실시간 통행배정에서 발생하는 종점에 도착하지 못한 차량(unfinished trips)과 이들의 재배정(rerouting strategy) 문제를 인식하고, 이 차량들을 링크상의 교통량 전파조건(flow propagation constraint)을 토대로 다음 통행배정 시간대의 실시간 수요로서 반영할 수 있는 방안을 제시한다.

단말의 환경변수에 의한 멀티미디어 가입자망의 전송속도 분석에 관한 연구 (The Study of Transmission Speed Analysis In Multimedia Access Network by Environmental Variation)

  • 김형배;박인정;채수익;박동선;송상섭;이재진
    • 대한전자공학회논문지TC
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    • 제38권7호
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    • pp.1-5
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    • 2001
  • 본 논문에서는 사용자 단말과 단말의 환경변수에 따른 멀티미디어 가입자망의 전송속도 비교 및 분석에 관한 연구를 수행하였다. 이를 위해 LAN과 같은 대칭적인 망에서 뿐만 아니라 ADSL과 같은 비대칭적인 망에서도 사용이 가능힌 속도측정 소프트웨어를 설계 및 구현하여 10BaseT 환경에서 전송속도를 비교 및 분석을 하였다. TCP 수신속도는 CPU 부하가 90%이상이 되기 전에는 통신망의 대역에 의존하여 변화함을 알 수 있었고 또한 TCP Receive Window(RWIN) 크기가 MTU의 2배 이상이 되면 속도와의 연관성이 줄어듬을 알 수 있었다.

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CIM 계층 3에서 제어 기기들의 그룹 관리 네트워크 구축과 운영 해석 (A Construction and Operation Analysis of Group Management Network about Control Devices based on CIM Level 3)

  • 김정호
    • 한국전자거래학회지
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    • 제4권1호
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    • pp.87-101
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    • 1999
  • To operate the automatic devices of manufacturing process more effectively and to solve the needs of the resource sharing, network technology is applied to the control devices located in common manufacturing zone and operated by connecting them. In this paper, functional standard of the network layers are set as physical and data link layer of IEEE 802.2, 802.4, and VMD application layer and ISO-CIM reference model. Then, they are divided as minimized architecture, designed as group objects which perform group management and service objects which organizes and operates the group. For the stability in this network, this paper measures the variation of data packet length and node number and analyzes the variated value of the waiting time for the network operation. For the method of the analysis, non-exhausted service method are selected, and the arrival rates of the each data packet to the nodes that are assumed to form a Poission distribution. Then, queue model is set as M/G/1, and the analysis equation for waiting time is found. For the evalution of the performance, the length of the data packet varies from 10 bytes to 100 bytes in the operation of the group management network, the variation of the wating time is less than 10 msec. Since the waiting time in this case is less than 10 msec, response time is fast enough. Furthermore, to evaluate the real time processing of the group management network, it shows if the number of nodes is less than 40, and the average arrival time is less than 40 packet/sec, it can perform stable operation even taking the overhead such as software delay time, indicated packet service, and transmissin safety margin.

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Measurement Scheme for One-Way Delay Variation with Detection and Removal of Clock Skew

  • Aoki, Makoto;Oki, Eiji;Rojas-Cessa, Roberto
    • ETRI Journal
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    • 제32권6호
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    • pp.854-862
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    • 2010
  • One-way delay variation (OWDV) has become increasingly of interest to researchers as a way to evaluate network state and service quality, especially for real-time and streaming services such as voice-over-Internet-protocol (VoIP) and video. Many schemes for OWDV measurement require clock synchronization through the global-positioning system (GPS) or network time protocol. In clock-synchronized approaches, the accuracy of OWDV measurement depends on the accuracy of the clock synchronization. GPS provides highly accurate clock synchronization. However, the deployment of GPS on legacy network equipment might be slow and costly. This paper proposes a method for measuring OWDV that dispenses with clock synchronization. The clock synchronization problem is mainly caused by clock skew. The proposed approach is based on the measurement of inter-packet delay and accumulated OWDV. This paper shows the performance of the proposed scheme via simulations and through experiments in a VoIP network. The presented simulation and measurement results indicate that clock skew can be efficiently measured and removed and that OWDV can be measured without requiring clock synchronization.

초소형 기지국에서 타이밍 품질 향상을 위한 PDV 제어 방안 (The study on effective PDV control for IEE1588)

  • 김현수;신준효;김정훈;정석종
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2009년도 정보통신설비 학술대회
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    • pp.275-280
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    • 2009
  • Femtocells are viewed as a promising option for mobile operators to improve coverage and provide high-data-rate services in a cost-effective manner Femtocells can be used to serve indoor users, resulting in a powerful solution for ubiquitous indoor and outdoor coverage. TThe frequency accuracy and phase alignment is necessary for ensuring the quality of service (QoS) forapplications such as voice, real-time video, wireless hand-off, and data over a converged access medium at the femtocell. But, the GPS has some problem to be used at the femtocell, because it is difficult to set-up, depends on the satellite condition, and very expensive. The IEEE 1588 specification provides a low-cost means for clock synchronisation over a broadband Internet connection. The Time of Packet (ToP) specified in IEEE 1588 is able to synchronize distributed clocks with an accuracy of less than one microsecond in packet networks. However, the timing synchronization over packet switched networks is a difficult task because packet networks introduce large and highly variable packet delays. This paper proposes an enhanced filter algorithm to reduce ths packet delay variation effects and maintain ToP slave clock synchronization performance. The results are presented to demonstrate in the intra-networks and show the improved performance case when the efficient ToP filter algorithm is applied.

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Ethernet-PON을 위한 새로운 동적 대역 할당 알고리즘 (A New Dynamic Bandwidth Assigmnent Algorithm for Ethernet-PON)

  • 장성호;장종욱
    • 정보처리학회논문지C
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    • 제10C권4호
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    • pp.441-446
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    • 2003
  • 광대역 액세스 망에서 합류, 분배 지점에서의 효율을 고려한 PON(Passive Optical Network)의 설계는 중요한 관심거리가 되고 있다. PON 구조는 매우 간단하지만, 가입자들에서 발생하는 상향 트래픽 제어를 위해서는 매체 접근 제어 프로토콜이 필요하다. 이러한 매체 접근 제어 프로토콜은 트래픽 클래스별 QoS(Quality of Service) 관리 기능, 효율적인 동적 대역 할당(Dynamic Bandwidth Assignment) 기능, CDV(Cell Delay Variation) 최소화 기능 등이 포함되어야 한다. 본 논문에서는 Ethernet-PON(EPON)을 사용하는 광대역 액세스 망에서 여러 트래픽 클래스를 지원하는 매체 접근 제어 프로토콜의 동적 대역 할당 안고리즘을 제시한다. 제안된 알고리즘의 성능 분석을 위해 MDRR 알고리즘과 성능을 비교, 분석하였고, 실험 결과 본 논문에서 제시한 Request-Counter 알고리즘이 보다 더 나은 서비스 품질을 보장받을 수 있음을 확인할 수 있었다.

뉴로-퍼지 추론 시스템을 이용한 물체인식 (Object Recognition Using Neuro-Fuzzy Inference System)

  • 김형근;최갑석
    • 한국통신학회논문지
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    • 제17권5호
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    • pp.482-494
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    • 1992
  • In this paper, the neuro-fuzzy inferene system for the effective object recognition is studied. The proposed neuro-fuzzy inference system combines learning capability of neural network with inference process of fuzzy theory, and the system executes the fuzzy inference by neural network automatically. The proposed system consists of the antecedence neural network, the consequent neural network, and the fuzzy operational part, For dissolving the ambiguity of recognition due to input variance in the neuro-fuzzy inference system, the antecedence’s fuzzy proposition of the inference rules are automatically produced by error back propagation learining rule. Therefore, when the fuzzy inference is made, the shape of membership functions os adaptively modified according to the variation. The antecedence neural netwerk constructs a separated MNN(Model Classification Neural Network)and LNN(Line segment Classification Neural Networks)for dissolving the degradation of recognition rate. The antecedence neural network can overcome the limitation of boundary decisoion characteristics of nrural network due to the similarity of extracted features. The increased recognition rate is gained by the consequent neural network which is designed to learn inference rules for the effective system output.

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