• Title/Summary/Keyword: 실험 모델링

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Modeling and Classification of MPEG VBR Video Data using Gradient-based Fuzzy c_means with Divergence Measure (분산 기반의 Gradient Based Fuzzy c-means 에 의한 MPEG VBR 비디오 데이터의 모델링과 분류)

  • 박동철;김봉주
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.7C
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    • pp.931-936
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    • 2004
  • GBFCM(DM), Gradient-based Fuzzy c-means with Divergence Measure, for efficient clustering of GPDF(Gaussian Probability Density Function) in MPEG VBR video data modeling is proposed in this paper. The proposed GBFCM(DM) is based on GBFCM( Gradient-based Fuzzy c-means) with the Divergence for its distance measure. In this paper, sets of real-time MPEG VBR Video traffic data are considered. Each of 12 frames MPEG VBR Video data are first transformed to 12-dimensional data for modeling and the transformed 12-dimensional data are Pass through the proposed GBFCM(DM) for classification. The GBFCM(DM) is compared with conventional FCM and GBFCM algorithms. The results show that the GBFCM(DM) gives 5∼15% improvement in False Alarm Rate over conventional algorithms such as FCM and GBFCM.

Modeling and Analysis for Efficient Joint Combat Fire Operation of Army Artillery and Army Aviation (효율적인 육군항공과 포병자산의 통합화력 운용방안 판단을 위한 모델링 방법론 및 분석)

  • Lim, Jong-Won;Kwon, Hyog-Lae;Lee, Tae-Eog
    • Journal of the Korea Society for Simulation
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    • v.23 no.2
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    • pp.47-55
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    • 2014
  • Most combat simulation models, including Korean Army's combat models for simulation analysis, have too much limitations to be used for analysis of complex combats like joint combat fires. We analyze requirements for modeling and simulation of Fire-Eagle, which is a joint combat fire model of ground combat fires and army aviation. We then propose a simulation model for Fire Eagle and derive operational strategies for improving the joint combat fire. To do these, we analyze effectiveness of specific operational plans and scenarios by using the simulation model. We demonstrate ways of developing efficient and effective operational plans from the simulation experimental results.

Nonlinear Modeling of Super-RENS Disc Systems Using a SCPWL Model (SCPWL 모델을 이용한 Super-RENS 디스크 시스템의 비선형 모델링)

  • Seo, Man-Jung;Jeon, Seok-Hun;Im, Sung-Bin
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.47 no.12
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    • pp.24-30
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    • 2010
  • The super-resolution near-field structure (super-RENS) disc system is the most promising one for next-generation optical data storage systems to succeed the Blu-ray disc (BD). In this paper, we apply the simplicial canonical piecewise-linear (SCPWL) model to modeling super-RENS read-out signals since reliable and accurate channel modeling is essential for performance analysis and development of equalizers for super-RENS systems. The validity of this model is verified using radio frequency (RF) signal samples obtained from a super-RENS disc, The experiment results on modeling indicate that the SCPWL model can be efficiently utilized for the nonlinear modeling of the super-RENS systems.

Development of esXML for Energy Information Exchange (에너지 정보 교환을 위한 esXML(energy system eXtensible Markup Language) 개발)

  • Kim, Jung-Sook;Koo, Hyun-Woo
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.2
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    • pp.197-205
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    • 2009
  • In future digital environment, energy management system will meet the real-time capability to process the emergency events, unexpected blackouts or over-load, and the high speed to provide the consumer service events such as remote meter reading. According to, energy management system needs the simple and independent information exchange model which can transmit various energy event information in real-time. In this paper, we developed an esXML that was divided into two modelings, device modeling and event modeling, based on XML using object-oriented modeling. As a result of experiments, the system was able to exchange information independently and efficiently.

Electrical Characteristics of a Multilayer Organic Light Emitting Diode using a Numerical Modeling (수치해석적 모델링을 이용한 다층박막형 유기발광소자(OLED)의 전기적 특성 연구)

  • Ahn, Seung-Joon;Ahn, Seong-Joon;Oh, Tae-Sik
    • Journal of Korea Society of Industrial Information Systems
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    • v.12 no.3
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    • pp.86-94
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    • 2007
  • In this paper, the electric characteristics in multilayer organic light emitting, diodes(OLEDs) are observed using a numerical device modeling method. The methode is applied to a general device structure, ITO/CuPC/${\alpha}-NPD$/ Alq3/LiF/Al, that has received broad attention in previous literature. The fitted current-voltage characteristics are quite consistent with the results which was experimentally determined in reference papers. This research approached results in a detailed understanding of the operating machanism of a multilayer OLEDs and applied to a set of real devices.

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Approximated Modeling Technique of Weibull Distributed Radar Clutter (Weibull 분포 레이더 클러터의 근사적 모델링 기법)

  • Nam, Chang-Ho;Ra, Sung-Woong
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.23 no.7
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    • pp.822-830
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    • 2012
  • Clutters are all unwanted radar returns to affect on detection of targets. Radar clutter is characterized by amplitude distributions, spectrum, etc. Clutter is modelled with considering these kinds of characteristics. In this paper, a Weibull distribution function approximated by uniform distribution function is suggested. Weibull distribution function is used to model the various clutters. This paper shows that the data generated by the approximated solution of Weibull distribution function satisfy the Weibull probability density function. This paper shows that the data generation time of approximated Weibull distribution function solution is reduced by 20 % compared with the generation time of original Weibull probability density function.

Ocean Outfall Modelling with the Particle Tracking Method (입자추적법을 이용한 해양방류구 모델링)

  • Jung, Yun-Chul
    • Journal of Navigation and Port Research
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    • v.26 no.5
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    • pp.563-569
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    • 2002
  • To overcome the weaknesses of conventional finite difference model in pollutant dispersion modelling, the particle tracking method is used. In this study, a three dimensional particle tracking model which can be used in Princeton Ocean Model was developed and verified through the various numerical tests. Usability of the model was also confirmed through the ocean outfall modelling in Tampa Bay, Florida. As it is expected, random walk model showed the less dispersion in a range compared to the conventional finite difference model and its reason is estimated due to an error from numerical diffusion which the conventional model holds. This newly developed model is expected to be used in various ocean dispersion modelling.

A Method of Explosion Modelling Using the Concept of Momentum Trap (모멘텀 트랩 개념을 이용한 폭원모델링 기법)

  • Choi, Byung-Hee;Kang, Myoung-Soo;Ryu, Chang-Ha;Kim, Jae-Woong
    • Explosives and Blasting
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    • v.33 no.4
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    • pp.7-13
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    • 2015
  • Recently, as the demand for development and utilization of underground space is increasing worldwide, the blast damaged zone has become a major issue in constructing underground structures. In this study, to verify the explosion modelling method for blast-damaged zone (BDZ) around underground cavern, a series of small-scale test blasts was conducted using the concept of momentum trap. According to the test results, the input parameters to the numerical model (ANSYS LS-DYNA) were corrected. It is concluded that the suggested method of miniature blasting and numerical modelling using the MT concept well simulates the velocity of the MT projectile under given conditions.

DEM Extraction from KOMPSAT-1 EOC Stereo Images and Accuracy Assessment (KOMPSAT-1 EOC입체 영상을 이용한 DEM생성과 정확도 검증)

  • 임용조;김태정;김준식
    • Korean Journal of Remote Sensing
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    • v.18 no.2
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    • pp.81-90
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    • 2002
  • We carried out accuracy assessment for DEM extraction from the KOMPSAT-1 EOC stereo images over Daejeon and Nonsan in Korea. DEM generation divided into two parts. One is camera modeling and the other stereo matching. We used Orun & Natarajan's(1994) model and Gupta & Hartley's(1997) model in the camera modeling step and checked the possibility using Orun & Natarajan and Gupta & Hartley's models in EOC stereo pairs. For stereo matching, we used an algorithms developed in-house for SPOT images and showed that this algorithm could work with EOC images. Using these algorithms, DEMs were successfully generated from EOC images. The comparison of DEM from EOC Images with a DEM from SPOT Images showed that EOC could be used for high-accuracy DEM generation.

Correction Method for Measurement Failure Pixels in Depth Picture using Surface Modeling (표면 모델링을 통한 깊이 영상 내 측정 실패 화소 보정 방법)

  • Lee, DongSeok;Kwon, SoonKak
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.5
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    • pp.1-8
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    • 2019
  • In this paper, we propose a correcting method of depth pixels which are failed to measure since temporary camera error. A block is modeled to plane and sphere surfaces through measured depth pixels in the block. Depth values in the block are estimated through each modeled surface and a error for the modeled surface is calculated by comparing the original and estimated pixels, then the surface which has the least error is selected. The pixels which are failed to measure are corrected by estimating depth values through selected surface. Simulation results show that the proposed method increases the correction accuracy by an average of 20% compared with the correction method of $5{\times}5$ median method.