• 제목/요약/키워드: data correction

검색결과 2,501건 처리시간 0.137초

차량 추적 시스템에서 차분기법을 이용한 정밀도 향상에 관한 연구 (Improvement on the Vehicle Positioning Accuracy Using Differential Method for Vehicle Tracking)

  • 장경일;이원우;길계환;김용윤;황춘식
    • 전자공학회논문지S
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    • 제34S권1호
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    • pp.16-25
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    • 1997
  • This paper shows the development of the high accuracy vehicle positioning algorithm using the differential technique in vehicle tracking systems form the existing vehicle position which is acquired from the global positioning system (GPS). The control center receives the satellite ephemerise data and pseudorange correction from the reference station, and vehicle position from the moving vehicle. The pseudorange is calculated with the satellite position and the vehicle position, and corrected by pseudorange correction. Using this corrected pseudorange and kalman filter, more improved vehicle positioning data were obtained.

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아음속 익형 풍동시험 전산해석 (CFD ANALYSIS OF SUBSONIC AIRFOIL WIND TUNNEL TEST)

  • 김철완;이융교
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2007년도 추계 학술대회논문집
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    • pp.167-170
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    • 2007
  • In the present paper, wall correction method is reviewed and applied to the numerical experimental results obtained at the wind tunnel condition. The corrected lift coefficient agrees well with the reference data generated from the grid having very far boundary. However the corrected drag coefficient presents some deviation from the reference data.

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디지털 이동통신을 위한 비트 선택적 에러정정부호 (Bit-selective Forward Error Correction for Digital Mobile Communications)

  • 양경철;이재홍
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1988년도 전기.전자공학 학술대회 논문집
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    • pp.198-202
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    • 1988
  • In digital mobile communications received speech data are affected by burst errors as well as random errors. To overcome these errors we propose a bit-selective forward error correction scheme for the speech data which is sub-band coded at 13 kbps and transmitted over a 16 kbps channel. For a few error correcting codes the signal-to-noise ratio of error-corrected speech is obtained and compared through the simulation of mobile communication channels.

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A Note on Test for Model Adequacy in Nonlinear Regression

  • Kahng, Myung-Wook
    • Journal of the Korean Data and Information Science Society
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    • 제15권3호
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    • pp.689-694
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    • 2004
  • We investigate the test for model adequacy in nonlinear regression. We can expect the usual likelihood ratio statistic to be unaffected by any parametric- effect curvature; only the effect of intrinsic curvature needs to be considered. Multiplicative correction factor is derived for the limiting distribution of test statistic, which is a function of the intrinsic curvature arrays.

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NOAA/AVHRR 영상의 기하학적 보정 (Geometric Correction of the NOAA/AVHRR Imagery)

  • 서명석;신경섭;박경윤
    • 대한원격탐사학회지
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    • 제6권1호
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    • pp.25-37
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    • 1990
  • Methods of geometric correction for the Advanced Very High Resolution Radiometer imagery of NOAA satellites were developed and applied to the software for image processing of meteorological satellite data. The software for finding the earth location of each scan position and the software for gridding on original imagery were dedigned. On the assumption of circular orbits and the spherical earth, the methods developed were sufficiently accurate in the purpose of most meteorological data analyses.

전지구 고해상도 수문모델 적용을 위한 격자유량 추정 방법 적용 연구 (Application of a Method Estimating Grid Runoff for a Global High-Resolution Hydrodynamic Model)

  • 류영;지희숙;황승언;이조한
    • 대기
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    • 제30권2호
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    • pp.155-167
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    • 2020
  • In order to produce more detailed and accurate information of river discharge and freshwater discharge, global high-resolution hydrodynamic model (CaMa-Flood) is applied to an operational land surface model of global seasonal forecast system. In addition, bias correction to grid runoff for the hydrodynamic model is attempted. CaMa-Flood is a river routing model that distributes runoff forcing from a land surface model to oceans or inland seas along continentalscale rivers, which can represent flood stage and river discharge explicitly. The runoff data generated by the land surface model are bias-corrected by using composite runoff data from UNH-GRDC. The impact of bias-correction on the runoff, which is spatially resolved on 0.5° grid, has been evaluated for 1991~2010. It is shown that bias-correction increases runoff by 30% on average over all continents, which is closer to UNH-GRDC. Two experiments with coupled CaMa-Flood are carried out to produce river discharge: one using this bias correction and the other not using. It is found that the experiment adapting bias correction exhibits significant increase of both river discharge over major rivers around the world and continental freshwater discharge into oceans (40% globally), which is closer to GRDC. These preliminary results indicate that the application of CaMa-Flood as well as bias-corrected runoff to the operational global seasonal forecast system is feasible to attain information of surface water cycle from a coupled suite of atmospheric, land surface, and hydrodynamic model.

LSTM-GAN 기반 이상탐지 모델을 활용한 시계열 데이터의 동적 보정기법 (A Dynamic Correction Technique of Time-Series Data using Anomaly Detection Model based on LSTM-GAN)

  • 정한석;김한준
    • 한국인터넷방송통신학회논문지
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    • 제23권2호
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    • pp.103-111
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    • 2023
  • 본 논문은 시계열 데이터에 존재하는 이상값을 정상값으로 변환하는 새로운 데이터 보정기법을 제안한다. 최근 IT기술의 발전으로 센서를 통해 방대한 시계열 데이터가 수집되고 있다. 하지만 센서의 고장, 비정상적 환경으로 인해, 대부분의 시계열 데이터는 다수의 이상값을 포함할 수 있다. 이상값이 포함된 원천 데이터를 그대로 사용하여 예측모델을 구축하는 경우, 고신뢰도의 예측 서비스가 실현되기 어렵다. 이에 본 논문은 LSTM-GAN 모델을 활용하여 원천 시계열 데이터에 존재하는 이상값을 탐지하고, DTW(Dynamic Time Warping) 및 GAN 기법을 결합하여 분할된 윈도우 단위로 이상값을 정상값으로 보정하는 기법을 제안한다. 기본 아이디어는 탐지된 이상값이 포함된 윈도우에 인접한 정상 분포 데이터의 통계정보를 DTW에 적용하여 연쇄적으로 GAN 모델을 구축하여 정상적 시계열 데이터를 생성하는 것이다. 오픈 NAB 데이터를 활용한 실험을 통해, 우리는 제안 기법이 기존 2개의 보정기법보다 성능이 우수함을 보인다.

Realtime 전송을 위해 RTP를 사용한 Error Correction Scheme 연구 (A study of error correction scheme using RTP for real-time transmission)

  • 박덕근;박원배
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2000년도 하계종합학술대회 논문집(1)
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    • pp.9-12
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    • 2000
  • A forward error correction (FEC) is usually used to correct the errors of the real-time data occurred at the reciever side which require a real-time transmission. The data transmission is peformed after being encapsulating by RTP and UDP. In the ITU-T study group 16, four FEC schemes using the XORing are presented. In the paper, a new supplementary scheme is proposed. In the delay problem the new scheme performs better than the scheme 3 but in the recovery ability for successive packet loss is worse than scheme 3. The proposed scheme which supplements the present schemes can be adapted easily to the current network environment.

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카메라와 무한원점을 이용한 주행중 실시간 GPS 위치 보정 (Real time GPS position correction using a camera and the vanishing point when a vehicle runs)

  • 김보성;정준익;노도환
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.508-510
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    • 2004
  • In this paper, we proposed the GPS position data correction method for autonomous land navigation using vanishing point property and a monocular vision system. Simulations are carried out over driving distances of approximately 60 km on the basis of realistic road data. In straight road, the proposed method reduces GPS position error to minimum more than 63% and positioning errors within less than 0.5m are observed. However, the average accuracy of the method is not presented. because it is difficult to estimate it in curve road or other road environments.

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한국동해안에서의 Marine Radiobeacon/DGPS 정밀도 분석에 관한 연구 (A Study on Accuracy Analysis of DGPS-Based Marine Radiobeacon in the East Coast of Korea)

  • 고광섭;이형욱;정세모
    • 한국항해학회지
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    • 제22권1호
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    • pp.1-13
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    • 1998
  • Radiobeacons that carry corrections for global satellite navigation systems are currently being planned or installed in many countries. In early 1996, it was begun to send DGPS correction message from a marine radiobeacon station located in Changgi Got Lighthouse. It was the first test broadcast of DGPS correction data based on medium frequency of marine radiobeacon where transmission power and rate are 300W and 100bps respectively in Korea. However, there has not been any scientific study on the characteristic of the accuracy of a marine radiobeacon/DGPS. Accordingly, this paper investigates the accuracy of the system, which is currently operating in 310kHz. To do this , the real time differential correction in RTCM data was collected in an implemented system. And then the accuracy was analyzed related to the coverge of the radiobeacon/DGPS. As a result, it is verified that the differential positioning accuracy using the marine radiobeacon is sufficient to ensure the safety of marine activities around the coast of Korea.

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