• 제목/요약/키워드: convergence time

검색결과 7,249건 처리시간 0.032초

윌쉬-블록펄스 함수와 최적 LMS알고리즌을 이용한 적응 등화기의 설계 (A Design of Adaptive Equalizer using the Walsh-Block Pulse Functions and the Optimal LMS Algorithms)

  • 안두수;김종부
    • 대한전기학회논문지
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    • 제41권8호
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    • pp.914-921
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    • 1992
  • In this paper, we introduce a Walsh network and an LMS algorithm, and show how these can be realized as an adaptive equalizer. The Walsh network is built from a set of Walsh and Block pulse functions. In the LMS algorithm, the convergence factor is an important design parameter because it governs stability and convergence speed, which depend on the proper choice of the convergence facotr. The conventional adaptation techniques use a fixed time constant convergence factor by the method of trial and error. In this paper, we propose an optimal method in the choice of the convergence factor. The proposed algorithm depends on the received signal and the output of the Walsh network in real time.

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3차원 일반 좌표계에서의 PISO, SIMPLE, SIMPLE-C 알고리즘의 비교 (A Comparative Study of PISO, SIMPLE, SIMPLE-C Algorithms in 3-dimensional Generalized Coordinate Systems)

  • 박준영;백제현
    • 한국전산유체공학회지
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    • 제1권1호
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    • pp.26-34
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    • 1996
  • The performance of the SIMPLE, SIMPLE-C and PISO algorithms for the treatment of the pressure-velocity coupling in fluid flow problems were examined by comparing the computational effort required to obtain the same level of the convergence. Example problems are circular duct and 90-degree bent square-duct. For circular duct case, laminar and turbulent flow were computed. For 90-degree bent square-duct case, laminar flow was simulated by the time-marching method as well as the iterative method. The convergence speed of the other two algorithms are not always superior to SIMPLE algorithm. SIMPLE algorithm is faster than SIMPLE-C algorithm in the simple laminar flow calculations. The application of the PISO algorithm in three dimensional general coordinates is not so effective as in two-dimensional ones. Since computational time of PISO algorithm is increased at each time step(or iterative step) in three dimension, the total convergence speed is not decreased. But PISO algorithm is stable for large time step by using time marching method,.

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Real-Time License Plate Detection in High-Resolution Videos Using Fastest Available Cascade Classifier and Core Patterns

  • Han, Byung-Gil;Lee, Jong Taek;Lim, Kil-Taek;Chung, Yunsu
    • ETRI Journal
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    • 제37권2호
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    • pp.251-261
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    • 2015
  • We present a novel method for real-time automatic license plate detection in high-resolution videos. Although there have been extensive studies of license plate detection since the 1970s, the suggested approaches resulting from such studies have difficulties in processing high-resolution imagery in real-time. Herein, we propose a novel cascade structure, the fastest classifier available, by rejecting false positives most efficiently. Furthermore, we train the classifier using the core patterns of various types of license plates, improving both the computation load and the accuracy of license plate detection. To show its superiority, our approach is compared with other state-of-the-art approaches. In addition, we collected 20,000 images including license plates from real traffic scenes for comprehensive experiments. The results show that our proposed approach significantly reduces the computational load in comparison to the other state-of-the-art approaches, with comparable performance accuracy.

정적-외연적 강소성 유한요소법의 개발 및 펀치 행정구간에 따른 영향과 Osakada 방법의 초기 변형율 증분에 따른 영향분석 (Development of Static-explicit rigid-plastic finite Element Method and investigate the effect of punch stroke and the strain increment in Osakada method)

  • 정동원;이승훈
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2003년도 춘계학술대회 논문집
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    • pp.1545-1548
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    • 2003
  • In rigid-plastic finite element method, there is a heavy computation time and convergence problem. In this study. static-explicit rigid-plastic finite element method will be introduced. This method is the way that restrict the convergence interval. In result, convergence problem and computation time due to large non-linearity in the existing numerical analysis method were no longer a critical problem. Also, we investigated the effect of punch stroke and the strain increment this method. It is expected that various results from the numerical analysis will give very useful information for the design of tools in sheet metal forming process.

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2차원 정적-외연적 강소성 유한요소법의 개발 및 펀치 행정구간에 따른 영향분석 (Development of 2-Dimensional Static-explicit Rigid-plastic Finite Element Method and Investigation of the Effect of Punch Stroke)

  • 정동원;이승훈
    • 한국기계가공학회지
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    • 제3권3호
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    • pp.39-45
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    • 2004
  • In rigid-plastic finite element method, there is a heavy computation time and convergence problem. In this study, static-explicit rigid-plastic finite element method will be introduced. This method is the way that restrict the convergence interval. In result, convergence problem and computation time due to large non-linearity in the existing numerical analysis method were no longer a critical problem. It is expected that various results from the numerical analysis will give very useful information for the design of tools in sheet metal forming process.

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2차원 단면해석을 위한 정적-외연적 강소성 유한요소법의 개발 및 적용 (The Development of Static-explicit Rigid-plastic Finite Element Method and Application to 2-dimension Sectional Analysis)

  • 정동원;이승훈
    • 한국기계가공학회지
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    • 제2권2호
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    • pp.91-97
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    • 2003
  • In rigid-plastic finite element method, there is a heavy computation time and convergence problem. In this study, revised rigid-plastic finite element method Will be introduced. This method is the way that restrict the convergence interval. In result, convergence problem and computation time due to large non-linearity in the existing numerical analysis method were no longer a critical problem. It is expected that various results from the numerical analysis will give very useful information for the design of tools in sheet metal forming process.

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Highly Time-Resolved Metabolic Reprogramming toward Differential Levels of Phosphate in Chlamydomonas reinhardtii

  • Jang, Cheol-Ho;Lee, Gayeon;Park, Yong-Cheol;Kim, Kyoung Heon;Lee, Do Yup
    • Journal of Microbiology and Biotechnology
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    • 제27권6호
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    • pp.1150-1156
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    • 2017
  • Understanding phosphorus metabolism in photosynthetic organisms is important as it is closely associated with enhanced crop productivity and pollution management for natural ecosystems (e.g., algal blooming). Accordingly, we exploited highly time-resolved metabolic responses to different levels of phosphate deprivation in Chlamydomonas reinhardtii, a photosynthetic model organism. We conducted non-targeted primary metabolite profiling using gas-chromatography time-of-flight mass spectrometric analysis. Primarily, we systematically identified main contributors to degree-wise responses corresponding to the levels of phosphate deprivation. Additionally, we systematically characterized the metabolite sets specific to different phosphate conditions and their interactions with culture time. Among them were various types of fatty acids that were most dynamically modulated by the phosphate availability and culture time in addition to phosphorylated compounds.

열 성형 온도 및 시간에 따른 탄소섬유 강화 재활용 PET 복합재료의 계면 및 기계적 물성 비교 (Comparison of Mechanical and Interfacial Properties of Carbon Fiber Reinforced Recycled PET Composites with Thermoforming Temperature and Time)

  • 백영민;신평수;김종현;박하승;권동준;박종만
    • Composites Research
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    • 제30권3호
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    • pp.175-180
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    • 2017
  • 탄소섬유 강화 복합재료는 가볍고, 우수한 물성을 가지고 있기 때문에 그 수요는 급격하게 증가되고 있다. 그에 따라, 탄소섬유 강화 복합재료의 기지로 재활용이 가능한 열가소성 수지를 사용한 복합재료 연구를 많이 진행하고 있다. 본 연구에서는 재활용 PET를 이용하여 재활용 복합재료에 대한 활용성 평가를 하였다. PET는 음료수 병으로 활용되는 폐기물을 수집하여 PET 필름을 제조하는 과정을 거쳤으며, PET 필름을 제조하기 위한 성형 온도와 시간의 차이에 따른 기계적 물성을 비교하여 최적의 성형온도와 시간을 분석하였다. 이를 바탕으로 재활용 PET 필름과 탄소섬유 매트를 이용하여 CF/PET 복합재료를 최적으로 성형하기 위한 변수를 관찰하였다. 성형 조건에 따른 기계적 물성을 굴곡시험으로 확인하였고, PET 필름이 탄소섬유 매트 내에 함침 되는 정도를 단면 사진으로, 그리고 계면 성질을 층간전단강도로 평가하였다. 궁극적으로 최적의 기계적 물성을 가지는 CF/PET 복합재료를 성형하기 위한 성형 조건이 $270^{\circ}C$와 5분임을 확인했다.

적응 횡단선 필터의 등화기에서 수렴속도 개선 (The Impovement of Convergence Speed in Real Time Vital Sign Information Management System in Patient Monitoring Systems)

  • 임세정;김광준
    • 한국정보전자통신기술학회논문지
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    • 제6권2호
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    • pp.88-94
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    • 2013
  • 본 논문은 LMS 알고리즘의 수렴 속도를 향상시키기 위한 효율적인 신호간섭 제어기법을 제안한다. 수신 데이터를 재활용하여 심볼 시간 주기에 계수들을 곱함으로써 적응되는 제안된 알고리즘의 수렴특성이 수렴 속도의 향상을 이론적으로 증명하기 위해 분석한다. 스텝-크기 매개변수 ${\mu}$가 증가 됨에 따라 알고리즘의 수렴 속도가 제어된다. 고유치 확산을 증가시킴에 따라 적응 등화기의 수렴속 도를 천천히 제어하고 평균 자승 에러의 안정-상태 값을 증가시키는 효과를 나타내며 데이터-재사 용 LMS 기술이 수렴속도를 (B+1)배만큼 증가시켜 적응 등화기에서 신호간섭제어의 우수성을 입증 한다.

An Adaptive Radial Basis Function Network algorithm for nonlinear channel equalization

  • Kim Nam yong
    • 한국통신학회논문지
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    • 제30권3C호
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    • pp.141-146
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    • 2005
  • The authors investigate the convergence speed problem of nonlinear adaptive equalization. Convergence constraints and time constant of radial basis function network using stochastic gradient (RBF-SG) algorithm is analyzed and a method of making time constant independent of hidden-node output power by using sample-by-sample node output power estimation is derived. The method for estimating the node power is to use a single-pole low-pass filter. It is shown by simulation that the proposed algorithm gives faster convergence and lower minimum MSE than the RBF-SG algorithm.