• 제목/요약/키워드: Vector Calibration

검색결과 89건 처리시간 0.018초

Stereo Calibration Using Support Vector Machine

  • Kim, Se-Hoon;Kim, Sung-Jin;Won, Sang-Chul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.250-255
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    • 2003
  • The position of a 3-dimensional(3D) point can be measured by using calibrated stereo camera. To obtain more accurate measurement ,more accurate camera calibration is required. There are many existing methods to calibrate camera. The simple linear methods are usually not accurate due to nonlinear lens distortion. The nonlinear methods are accurate more than linear method, but it increase computational cost and good initial guess is needed. The multi step methods need to know some camera parameters of used camera. Recent years, these explicit model based camera calibration work with the development of more precise camera models involving correction of lens distortion. But these explicit model based camera calibration have disadvantages. So implicit camera calibration methods have been derived. One of the popular implicit camera calibration method is to use neural network. In this paper, we propose implicit stereo camera calibration method for 3D reconstruction using support vector machine. SVM can learn the relationship between 3D coordinate and image coordinate, and it shows the robust property with the presence of noise and lens distortion, results of simulation are shown in section 4.

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Array Calibration for CDMA Smart Antenna Systems

  • Kyeong, Mun-Geon;Park, Hyung-Geun;Oh, Hyun-Seo;Jung, Jae-Ho
    • ETRI Journal
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    • 제26권6호
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    • pp.605-614
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    • 2004
  • In this paper, we investigate array calibration algorithms to derive a further improved version for correcting antenna array errors and RF transceiver errors in CDMA smart antenna systems. The structure of a multi-channel RF transceiver with a digital calibration apparatus and its calibration techniques are presented, where we propose a new RF receiver calibration scheme to minimize interference of the calibration signal on the user signals. The calibration signal is injected into a multi-channel receiver through a calibration signal injector whose array response vector is controlled in order to have a low correlation with the antenna response vector of the receive signals. We suggest a model-based antenna array calibration to remove the antenna array errors including mutual coupling errors or to predict the element patterns from the array manifold measured at a small number of angles. Computer simulations and experiment results are shown to verify the calibration algorithms.

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Novel Calibration Method for the Multi-Camera Measurement System

  • Wang, Xinlei
    • Journal of the Optical Society of Korea
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    • 제18권6호
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    • pp.746-752
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    • 2014
  • In a multi-camera measurement system, the determination of the external parameters is one of the vital tasks, referred to as the calibration of the system. In this paper, a new geometrical calibration method, which is based on the theory of the vanishing line, is proposed. Using a planar target with three equally spaced parallel lines, the normal vector of the target plane can be confirmed easily in every camera coordinate system of the measurement system. By moving the target into more than two different positions, the rotation matrix can be determined from related theory, i.e., the expression of the same vector in different coordinate systems. Moreover, the translation matrix can be derived from the known distance between the adjacent parallel lines. In this paper, the main factors effecting the calibration are analyzed. Simulations show that the proposed method achieves robustness and accuracy. Experimental results show that the calibration can reach 1.25 mm with the range about 0.5m. Furthermore, this calibration method also can be used for auto-calibration of the multi-camera mefasurement system as the feature of parallels exists widely.

지자기 기반 실내 위치 추정을 위한 지자기 벡터 보정법 (Vector Calibration for Geomagnetic Field Based Indoor Localization)

  • 손원준;최린
    • 한국차세대컴퓨팅학회논문지
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    • 제15권3호
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    • pp.25-30
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    • 2019
  • 지자기 벡터는 센서가 바라보고 있는 방향에 따라 그 값이 달라지는 특성이 있다. 본 논문에서는 그런 문제를 최소화하여 지자기 기반 실내 위치 추정에 사용될 수 있도록 지자기 벡터 보정법을 제안한다. 지자기 기반 실내 위치 추정에서 사용되는 핑거프린팅 기법은 자기장 지도와 현재 위치에서의 자기장 값을 매칭하여 위치를 추정해낸다. 이때, 자기장 센서는 사용자의 이동 방향에 따라 읽어 들이는 자기장 벡터 값이 달라지기 때문에 위치 추정 정확도가 낮아진다. 이를 해결하기 위해 많은 연구들은 자기장 벡터 크기를 사용하지만, 이는 지문의 고유성을 감소시킨다. 따라서 본 논문에서는 지문의 고유성을 유지할 수 있는 자기장 벡터를 그대로 사용하되, 벡터 크기처럼 사용자의 이동방향에 영향을 받지 않도록 벡터 값을 보정하는 방법을 제안한다. 임의의 방향으로 걸어본 결과, 본 연구에서 제안된 보정법을 사용하면 자기장 지도와의 매칭 정확도가 높아지는 것을 확인하였다.

자체보정 벡터 발생기를 이용한 7-bit 2GSPS A/D Converter의 설계 (Design of a 7-bit 2GSPS Folding/Interpolation A/D Converter with a Self-Calibrated Vector Generator)

  • 김승훈;김대윤;송민규
    • 대한전자공학회논문지SD
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    • 제48권4호
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    • pp.14-23
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    • 2011
  • 본 논문에서는 자체보정 벡터 발생기(Self-Calibrated Vector Generator)를 이용한 7-bit 2GSPS folding/interpolation A/D Converter (ADC)를 제안한다. 제안하는 ADC는 2GSPS 의 고속 변환에 적합한 상위 2-bit, 하위 5-bit 인 분할구조로 설계 되었으며, 각각의 folding/interpolation rate는 4와 8로 설정되었다. 최대 1GHz의 높은 입력신호를 처리하기 위해 cascade 구조의 preprocessing block을 적용하였으며, 전압 구동 방식 interpolation 기법을 적용하여 기준전압 생성 시 발생하는 추가적인 전력소모를 최소화하였다. 또한, 새로운 개념의 자체보정 벡터 발생기를 이용하여 device mismatch, 기생 저항 및 커패시턴스 등에 의한 offset error를 최소화하였다. 제안하는 ADC는 1.2V 0.13um 1-poly 7-metal CMOS 공정을 사용하여 설계 되었으며 calibration 회로를 포함한 유효 칩 면적은 2.5$mm^2$ 이다. 측정 결과 입력 주파수 9MHz, sampling 주파수 2GHz에서 39.49dB의 SNDR 특성을 보이며, calibration 회로의 작동결과 약 3dB 정도의 SNDR의 상승을 확인하였다.

CALIBRATION OF VECTOR MAGNETOGRAMS BY SOLAR FLARE TELESCOPE OF BOAO

  • MOON YONG-JAE;PARK YOUNG DEUK;YUN HONG SIK
    • 천문학회지
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    • 제32권1호
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    • pp.65-73
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    • 1999
  • In this study we present a new improved nonlinear calibration method for vector magnetograms made by the Solar Flare Telescope of BOAO. To identify Fe I 6302.5 line, we have scanned monochromatic images of the line integrated over filter passband, changing the location of the central transmission wavelength of a Lyot filter. Then we obtained a filter-convolved line profile, which is in good agreement with spectral atlas data provided by the Sacramento Peak Solar Observatory. The line profile has been used to derive calibration coefficients of longitudinal and transverse fields, employing the conventional line slope method under the weak field approximation. Our improved nonlinear calibration method has also been used to calculate theoretical Stokes polarization signals with various angles of inclination of magnetic fields. For its numerical test, we have compared input magnetic fields with the calibrated ones, which have been derived from the new improved non-linear method and the conventional method respectively. The numerical test shows that the calibrated fields obtained from the improved method are consistent with the input fields, but not with those from the conventional method. Finally, we applied our new improved method to a dipole model which characterizes a typical field configuration of a single, round sunspot. It is noted that the conventional method remarkably underestimates the transverse field component near the inner penumbra.

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비영위법에 의한 5공 프로브의 교정에 관한 연구 (A Study on the Five - hole Probe Calibration with Non-nulling Method)

  • 정양범;신영호;박호동
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권2호
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    • pp.116-116
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    • 1996
  • This paper is concerned with a method for calibrating five-hole probes of both angle-tube and prismatic geometries to measure local total and static pressures and the magnitude and direction of the mean velocity vector. Descriptions of the calibration technique, the typical calibration data, and an accompanying discussion of the interpolation procedure are included. The flow properties are determined explicitly from measured probe pressures using calibration data. Flow angles are obtained within the deviation angle of 1.0 degree and dynamic pressures within 0.03 with 95% certainty. The variations in the calibration data due to Reynolds number are also discussed. For the range of Reynolds number employed, no effect was detected on the pitch, yaw and total pressure coefficients. However, the static pressure coefficient showed change to cause minor variations in the magnitude of the calculated velocity vector. To account for these variations, average correction factors need to be incorporated into the static pressure coefficient.

비영위법에 의한 5공 프로브의 교정에 관한 연구 (A Study on the Five-hole Probe Calibration with Non-nulling Method)

  • 정양범;신영호;박호동
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권2호
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    • pp.48-56
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    • 1996
  • This paper is concerned with a method for calibrating five-hole probes of both angle-tube and prismatic geometries to measure local total and static pressures and the magnitude and direction of the mean velocity vector. Descriptions of the calibration technique, the typical calibration data, and an accompanying discussion of the interpolation procedure are included. The flow properties are determined explicitly from measured probe pressures using calibration data. Flow angles are obtained within the deviation angle of 1.0 degree and dynamic pressures within 0.03 with 95% certainty. The variations in the calibration data due to Reynolds number are also discussed. For the range of Reynolds number employed, no effect was detected on the pitch, yaw abd total pressure coefficients. However, the static pressure coefficient showed change to cause minor variations in the magnitude of the calculated velocity vector. To account for these variations, average correction factors need to be incorporated into the static pressure coefficient.

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PPO 알고리즘을 이용한 능동위상배열안테나 적응형 고속 보정 방법 (Adaptive Fast Calibration Method for Active Phased Array Antennas using PPO Algorithm)

  • 이성제;변기식;윤홍집
    • 전기전자학회논문지
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    • 제27권4호
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    • pp.636-643
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    • 2023
  • 본 논문에서는 원전계 환경에서 위상배열안테나를 고속 보정하는 방법이 제안되었다. 원전계에서 수신된 전력만을 통해 각 안테나 요소를 보정하는 기존 rotating-element electric-field vector (REV) 방법을 간소화 한 최대값 보정 방법과, 각 안테나 요소가 아닌 부배열 단위로 묶어서 보정하는 방법이 제안되었다. PPO 알고리즘을 이용하여 위상배열안테나의 분포에 최적화된 파티셔닝을 찾고, 그에 따른 부배열 단위로 보정하여 기존 방법 대비 더 빠른 보정이 가능한 적응형 최대값 보정 방법이 제안 및 시뮬레이션 검증되었다. 보정이 이루어지는 동안 위상배열안테나의 이득이 더 높을 뿐 아니라, 형성되는 빔 패턴이 기존 방법보다 이상적인 빔 패턴에 더 가깝다.

PRINCIPAL COMPONENTS BASED SUPPORT VECTOR REGRESSION MODEL FOR ON-LINE INSTRUMENT CALIBRATION MONITORING IN NPPS

  • Seo, In-Yong;Ha, Bok-Nam;Lee, Sung-Woo;Shin, Chang-Hoon;Kim, Seong-Jun
    • Nuclear Engineering and Technology
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    • 제42권2호
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    • pp.219-230
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    • 2010
  • In nuclear power plants (NPPs), periodic sensor calibrations are required to assure that sensors are operating correctly. By checking the sensor's operating status at every fuel outage, faulty sensors may remain undetected for periods of up to 24 months. Moreover, typically, only a few faulty sensors are found to be calibrated. For the safe operation of NPP and the reduction of unnecessary calibration, on-line instrument calibration monitoring is needed. In this study, principal component-based auto-associative support vector regression (PCSVR) using response surface methodology (RSM) is proposed for the sensor signal validation of NPPs. This paper describes the design of a PCSVR-based sensor validation system for a power generation system. RSM is employed to determine the optimal values of SVR hyperparameters and is compared to the genetic algorithm (GA). The proposed PCSVR model is confirmed with the actual plant data of Kori Nuclear Power Plant Unit 3 and is compared with the Auto-Associative support vector regression (AASVR) and the auto-associative neural network (AANN) model. The auto-sensitivity of AASVR is improved by around six times by using a PCA, resulting in good detection of sensor drift. Compared to AANN, accuracy and cross-sensitivity are better while the auto-sensitivity is almost the same. Meanwhile, the proposed RSM for the optimization of the PCSVR algorithm performs even better in terms of accuracy, auto-sensitivity, and averaged maximum error, except in averaged RMS error, and this method is much more time efficient compared to the conventional GA method.