• Title/Summary/Keyword: 다중-간격 예측

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Path Prediction-based Dynamic Data Sharing in Network Virtual Environment (네트워크 가상환경에서 경로예측에 의한 동적 데이터 공유)

  • Song, Sun-Hee;Ra, Sang-Dong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.10C
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    • pp.956-963
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    • 2006
  • This research studies multi participant consistency and dynamic data shared through 3D scenes in virtual network environments. In a distributed virtual environment of client-server structure, consistency is maintained by the static information exchange; as jerks occur by packet delay when updating messages of dynamic data exchanges are broadcasted frequence, the network bottleneck is reduced by predicting the movement path by using the Dead-reckoning algorithm. In Dynamic data path prediction, the tests the location prediction error between Dead-reckoning convergence interval and error of prediction and actual condition one time above threshold it interpolates a previously location. The shared dynamic data of the 3D virtual environment is implementation using the VRML EAI.

Evaluation of Beef Freshness Using Visible-near Infrared Reflectance Spectra (가시광선-근적외선 반사스펙트럼을 이용한 쇠고기의 신선도 평가)

  • Choi, Chang-Hyun;Kim, Jong-Hun;Kim, Yong-Joo
    • Food Science of Animal Resources
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    • v.31 no.1
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    • pp.115-121
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    • 2011
  • The objective of this study was to develop models to predict freshness factors (total viable counts (TVC), pH, volatile basic nitrogen (VBN), trimethylamine (TMA), and thiobarbituric acid (TBA) values) and the storage period in beef using a visible and near-infrared (NIR) spectroscopic technique. A total of 216 beef spectra were collected during the storage period from 0 to 14 d at a $10^{\circ}C$ storage. A spectrophotometer was used to measure reflectance spectra from beef samples, and beef freshness spectra were divided into a calibration set and a validation set. Multi-linear regression (MLR) models using the stepwise method were developed to predict the factors. The MLR results showed that beef freshness had a good correlation between the predicted and measured factors using the selected wavelength. The correlation of determination ($r^2$), standard error of prediction (SEP), and ratio of standard deviation to SEP (RPD) of the prediction set for TVC was 0.74, 0.64, and 2.75 Log CFU/$cm^2$, respectively. The $r^2$, SEP, and RPD values for pH were 0.43, 0.10, and 1.10; those for VBN were 0.73, 1.45, and 2.00 mg%; those for TMA were 0.70, 0.19, and 2.58 mg%; those for TBA values were 0.73, 0.13, and 2.77 mg MA/kg; and those for storage period were 0.77, 1.94, and 2.53 d, respectively. The results indicate that visible and NIR spectroscopy can predict beef freshness during storage.

A Robust Adaptive MIMO-OFDM System Over Multipath Transmission Channels (다중경로 전송 채널 특성에 강건한 적응 MIMO-OFDM 시스템)

  • Kim, Hyun-Dong;Choe, Sang-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.7A
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    • pp.762-769
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    • 2007
  • Adaptive MIMO-OFDM (Orthogonal Frequency Division Multiplexing) system adaptively changes modulation scheme depending on feedback channel state information (CSI). The CSI feedback channel which is the reverse link channel has multiple symbol delays including propagation delay, processing delay, frame delay, etc. The unreliable CSI due to feedback delay degrades adaptive modulation system performance. This paper compares the MSE and data capacity with respect to delay and channel signal to noise ratio for the two multi-step channel prediction schemes, CTSBP and BTSBP, such that robust adaptive SISO-OFDM/MIMO-OFDM is designed over severe mobile multipath channel conditions. This paper presents an interpolation method to reduce feedback overhead for adaptive MIMO-OFDM and shows MSE with respect to interpolation interval.

The Pattern Analysis of Dual & Switch Pulse Signal in Multiple Pulse Train Using the Second Deviation of TOA (TOA 2차 차분을 이용한 다중 펄스열의 Dual & Switch 펄스신호 패턴 분석)

  • Lim, Joong-Soo;Chae, Gyoo-Soo
    • Proceedings of the KAIS Fall Conference
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    • 2012.05b
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    • pp.804-807
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    • 2012
  • 본 논문에서는 펄스 레이저(LASER) 송신기에서 방사되는 펄스신호를 레이저 감시 시스템에서 실시간으로 수신하여 수신된 레이저 펄스들의 변화 패턴, 특히 Dual & Switch 신호의 패턴을 분석하는 방법에 대하여 기술하였다. Dual & Switch 신호는 펄스반복시간이 주기적으로 변경되어 펄스 패턴을 예측하기가 매우 어렵다. 본 논문에서는 펄스반복간격(PRI)의 차분을 이용하여 고정, 지터, Dual & Switch 신호의 패턴을 확인하는 방법을 제안하였다. 제안된 방법은 Dual & Switch 신호에 대한 신호 식별능력이 가능하여 레이저 감시시스템 등에 사용할 수 있을 것으로 판단된다.

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Performance Evaluation of Pulmonary Nodules Detection Filter from X-ray Images (흉부 X선 화상으로부터 폐종류 음영 검출 필터의 평가)

  • 김응규
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.12a
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    • pp.133-136
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    • 2000
  • 에너지 차분 흥부 X선 화상으로부터 폐종류 음영을 검출하기 위한 필터를 예측해서 전문의의 진단보조 혹은 총합자동진단시스템의 구성 요소로서 필터가 발휘한 역할을 고려한 후, 구체적인 성능 평가 방법을 제안한다. 필터의 성능을 평가할 때 문턱값을 변화시킨 경우, 못보고 빠트린 비율과 잘못 본 비율의 변화를 ROC 곡선으로 나타내어 이것에 기초한 판단을 행하는 접근방법이 있다. 본 연구에서는 이와같은 평가에 대한 구체적인 예를 통하여 문제점을 명확히 하여 그 평가기준을 마련한다. 성능 평가를 행하기 위해 이용된 에너지 차분화상으로서, 임상 데이터 14개의 증예를 이용한다. 즉, 총 종류수 32개 한 개의 증예에 있어서 종류의 개수는 1~8개로 평균 2개, 1mm 당 샘플링 간격 5 픽셀, 비트 분해능 10 bit의 저압화상으로, 그 크기는 1760$\times$1760이다. 계산기 하드웨어의 제약으로부터 원화상을 가우스 함수로 평활화 해서 1/8로 축소한 화상으로 실험을 행한다. 상기 평가 절차에 따라, 이전에 개발된 다중해상도 ∇$^2$G 필터의 성능을 평가하고, 단일해상도 ∇$^2$G 필터와의 비교를 통해 그 성능이 우수함을 확인한다. 본 평가 방법은 화상진단 지원용 필터의 평가에 대해서 적용될 수 있을 것이다.

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Experimental Study on Characteristics of Deformation for Concrete Track on Railway Bridge Deck End induced by Bridge End Rotation (철도교량 단부 회전에 따른 콘크리트 궤도의 변형특성에 관한 실험적 연구)

  • Lim, Jongil;Song, Sunok;Choi, Jungyoul;Park, Yonggul
    • Journal of the Korean Society for Railway
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    • v.16 no.3
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    • pp.217-225
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    • 2013
  • In this study, by considering the rail fastening support distance and the distance between the bridge and the abutment, the behavior of concrete track installed on a railway bridge end deck and the bridge end rotation were analyzed. In order to analyze the track-bridge interaction, bridge and abutment specimens with concrete track structures were designed and used in laboratory testing. At a constant fastening support distance, an increase in the bridge end rotation caused an increase in the displacement of the rail. Therefore, the displacement of the rail directly affects the rail and clip stress. Further, it is inferred that the results of multiple regression analysis obtained using measured data such as angle of bridge end rotation and fastening support distance can be used to predict the track-bridge interaction forces acting on concrete track installed on railway bridge deck ends.

Development of Typhoon Damage Forecasting Function of Southern Inland Area By Multivariate Analysis Technique (다변량 통계분석을 이용한 남부 내륙지역 태풍피해예측모형 개발)

  • Kim, Yonsoo;Kim, Taegyun
    • Journal of Wetlands Research
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    • v.21 no.4
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    • pp.281-289
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    • 2019
  • In this study, the typhoon damage forecasting model was developed for southern inland district. The typhoon damage in the inland district is caused by heavy rain and strong winds, variables are many and varied, but the damage data of the inland district are not enough to develop the model. The hydrological data related to the typhoon damage were hour maximum rainfall amount which is accumulated 3 hour interval, the total rainfall amount, the 1-5 day anticipated rainfall amount, the maximum wind speed and the typhoon center pressure at latitude 33° near the Jeju island. The Multivariate Analysis such as cluster Analysis considering the lack of damage data and principal component analysis removing multi-collinearity of rainfall data are adopted for the damage forecasting model. As a result of applying the developed model, typhoon damage estimated and observed values were up to 2.2 times. this is caused it is difficult to estimate the damage caused by strong winds and it is assumed that the local rainfall characteristics are not considered properly measured by 69 ASOS.

Applicability Evaluation of Multi Beam Echo Sounder for Inland Water (다중빔 음향측심기의 내수면 적용성 평가)

  • Jung, Jin Woo;Cho, Kwang Hee;Hong, Seung Seo
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.36 no.6
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    • pp.629-639
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    • 2018
  • In this study, the application of the single beam echosounder and multi beam echosounder was analyzed for the Youngsan river, from the Juksanbo to the Juksan bridge, length of 840m, width 230m and area $0.16km^2$. A single beam echosounder and a multi beam echosounder are mounted on an USV (Unmanned Surface Vessel), and each data is acquired. Then, TIN (Triangular Irregular Network) is created and the grid depth of 10m intervals is extracted. The grid depth of the single beam echo sounder and the grid depth of the multi beam echo sounder were overlapped to compare the two data. As a result of analysis using 5,024 data, the mean depth difference was 0.0319m and the standard deviation was 2.4095m. The river bed shape was similar to each other. If the multi-beam echo sounder is regarded as the standard, the volume difference of the stream is $161,882m^3$. With a multi-beam echo sounder installed, the operating distance increased by approximately 55% to 4595.85m, and the operating time increased by approximately 59% to approximately 47%.

Multivariate Drought Assessment Using Composite Drought Index (CDI(Composite Drought Index)를 이용한 다변수 가뭄 평가)

  • Yu, Ji Soo;Wassem, Muhammad;Kim, Tae Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2015.05a
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    • pp.603-603
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    • 2015
  • 모든 외재적 형식의 가뭄을 모니터링하고 예측 및 평가하기 위해서는 가뭄지수가 필수적 요소로써 이용된다. 일반적으로 가뭄지수는 단일지수(single index), 다중지수(multiple index), 복합지수(composite index)로 분류되며 대부분 강수량, 유출량, 토양 수분량 등과 같은 하나의 변수만을 사용하는 단일지수이다. 가뭄지수는 가뭄평가에 있어서 각각의 장단점이 있다. 하나의 변수를 사용하는 가뭄지수는 계산이 간편하지만 가뭄의 물리적 특성을 정확하게 반영할 수 없기 때문에 신뢰할 수 있는 가뭄평가에 충분하지 않다. CDI(Composite Drought Index)는 PDSI(Palmer Drought Index), ADI(Aggregate Drought Index), SWSI(Surface Water Supply Index)와 같은 다중지수의 개념을 착안하여 고안되었으며, 모든 가뭄 형태(농업적 수문학적 기상학적)와 관련된 강우량, 유출량, 정규식생지수(NDVI)를 변수로써 사용하였다. NDVI는 MODIS(Moderate resolution imaging spectroradiometer)에서 제공하는 16일 간격의 위성자료를 이용하여 계산되었고 이와 시간 스케일을 맞추기 위해 나머지 두 변수 또한 16일 시계열을 사용하였다. CDI는 (1)각 변수들의 시계열을 행렬로 나타내고 (2)이것을 정규화하여 무차원 행렬로 변환한 후 (3)연구 지역의 최고습윤상태(most wet condition) 및 최고건조상태(most dry condition)의 차이값을 기반으로 하여 산정된다. 본 연구에서는 상대적으로 다른 유역에 비해 장기적이고 연속적인 자료를 확보할 수 있으며 농경지와 산림지역 비율이 높은 낙동강 유역을 대상유역으로 설정하였으며, 2001-2013년 기간의 자료를 이용하였다. 그 결과 연구 기간 중 실제 발생했던 가뭄을 반영하는 것을 확인하였다. 또한 CDI는 다양한 변수의 활용으로 가뭄의 물리적 특성의 반영이 가능하며 연구 지역의 기상 조건에 직접적으로 관련된 결과를 나타낸다. 자료의 가용성에 따라 적용범위가 제한적일 수 있으나 입력값으로 사용된 변수와 시계열을 편의와 효율에 따라 유연하게 적용할 수 있다. 따라서 CDI는 농업적, 수문학적, 기상학적 가뭄의 모든 관점을 통합하는 실용적 가뭄지수로써 사용될 수 있는 가능성을 포함하고 있다.

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A CELP Coder using the Band-Divided Long Term Prediction (대역 분할 장구간 예측을 이용한 CELP 부호화기)

  • Choi, Young-Soo;Kang, Hong-Goo;Lim, Myoung-Seob;Ahn, Dong-Soon;Youn, Dae-Hee
    • The Journal of the Acoustical Society of Korea
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    • v.14 no.4
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    • pp.38-45
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    • 1995
  • In this paper a way to improve the performance of the long term prediction is proposed, which adopts the Multi-band Excitation (MBE) method in addition to the Code-Excited Linear Prediction (CELP) method at low bit rates below 4.8 kbps. In the proposed method, the multiband long term prediction is performed on the periodic components which still remain after the long term prediction of the conventional CELP method. At this point, the whole frequency region is divided into subbands whose size is equal to the spacing between the harmonics of the fundamental frequency, and the periodic multiband excitation signals. are represented as the sum of sine waves approximately as large as the spectrum of the excitation signals, so that the actual characteristics of the excitation signals can be better taken into account. To evaluate the performance of the proposed method, computer simulation is performed at 4.8 kbps. The 4.8 kbps DoD CELP and the 4.4 kbps IMBE were chosen as the reference vocoders for the speech quality measure. The result of the perceptual speech quality measure showed that the performance of the proposed method is better than that of the 4.8 kbps DoD CELP vocoder, and similar to that of the 4.4 kbps IMBE vocoder.

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