• 제목/요약/키워드: non-linear calibration

검색결과 88건 처리시간 0.025초

Comparison of linear and non-linear equation for the calibration of roxithromycin analysis using liquid chromatography/mass spectrometry

  • Lim, Jong-Hwan;Yun, Hyo-In
    • 대한수의학회지
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    • 제50권1호
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    • pp.11-17
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    • 2010
  • Linear and non-linear regressions were used to derive the calibration function for the measurement of roxithromycin plasma concentration. Their results were compared with weighted least squares regression by usual weight factors. In this paper the performance of a non-linear calibration equation with the capacity to account empirically for the curvature, y = ax$^{b}$ + c (b $\neq$ 1) is compared with the commonly used linear equation, y = ax + b, as well as the quadratic equation, y = ax$^{2}$+ bx + c. In the calibration curve (range of 0.01 to 10 ${\mu}g/mL$) of roxithromycin, both heteroscedasticity and nonlinearity were present therefore linear least squares regression methods could result in large errors in the determination of roxithromycin concentration. By the non-linear and weighted least squares regression, the accuracy of the analytical method was improved at the lower end of the calibration curve. This study suggests that the non-linear calibration equation should be considered when a curve is required to be fitted to low dose calibration data which exhibit slight curvature.

GMDH 알고리즘을 이용한 정확한 카메라의 보정기법 (Accurate Camera Calibration Using GMDH Algorithm)

  • 김명환;도용태
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.592-594
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    • 2004
  • Camera calibration is an important problem to determine the relationship between 3D real world and 2D camera image. The existing calibration methods can be classified into linear and non-linear models. The linear methods are simple and robust against noise, but the accuracy expectation is generally poor. In comparison, if the non-linearity, which is due mainly to lens distortion, is corrected, the accuracy can be better. However, as the optical features of lens are diverse, no non-linear method can be always effective for diverse vision systems. In this paper, we propose a new approach to correct the calibration error of a linear method using GMDH algorithm. The proposed technique is simple in concept and showed improved accuracy in various cases.

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6 MV 광자 빔에 대한 광자극형광나노닷선량계의 교정 (Calibration of Optically Stimulated Luminescent nanoDot Dosimeter for 6 MV Photon Beam)

  • 김종언;김성후;이효영
    • 한국방사선학회논문지
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    • 제7권1호
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    • pp.93-98
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    • 2013
  • 이 연구의 목적은 6 MV 광자 빔에 대한 광자극형광나노닷선량계(OSLnD)의 교정을 조사하는 데 있다. OSLnD의 선량반응 분석으로부터 선형 및 비선형 교정의 선량범위들은 결정을 하였다. 교정 및 교정식의 정확성을 평가하기 위하여 교정 및 품질관리선량계의 세트들은 만들어서 사용하였다. 교정들은 각각 0~300 cGy 및 20~1300 cGy 선량범위에서 선형 및 비선형적으로 수행하였다. 교정의 오차들은 선형 및 비선형 교정에 대하여 품질관리선량계들의 측정으로부터 각각 0.1% 이하로 얻었다. 이 연구는 6 MV 광자 빔에 대한 OSLnD의 교정식을 제공한다.

정방형 교정 frame을 이용한 카메라의 교정 파라메타 추정에 관한 연구 (A study on the calibration parameter estimation of camera using square calibration frame)

  • 최성구;노도환
    • 전자공학회논문지B
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    • 제33B권7호
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    • pp.127-137
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    • 1996
  • The 3-dimensional measurement using stereo vision system must achieve a camera calibration. So far, the 3-dimensional calibration technique that uses two-dimensional grid papar and a non-linear least square method has been developed and tested. But, this method is inefficient because it has many calculation procedure and a non-linear analysis. Therefore, this paper proposed the projective geometric method which produced the calibration parameter by vanishing point. The vanishing point is producted by a cross ratio and a parallel line pairs. The results of the computer simulation show utility of the proposed method.

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A Bayesian Analysis in Multivariate Bioassay and Multivariate Calibration

  • Park, Nae-Hyun;Lee, Suk-Hoon
    • Journal of the Korean Statistical Society
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    • 제19권1호
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    • pp.71-79
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    • 1990
  • In the linear model which consider both the multivariate parallel-line bioassay and the multivariate linear calibration, this paper presents a Bayesian procedure which is an extension of Hunter and Lamboy (1981) and has several advantages compared with the non Bayesian techniques. Based on the methods of this article we discuss the effect of multivariate calibration and give a numerical example.

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A New Calibration Method of Atomic Force Microscopy

  • Hyunkyu Kweon
    • International Journal of Precision Engineering and Manufacturing
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    • 제2권2호
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    • pp.11-16
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    • 2001
  • This paper presents an in self-calibration method to corrent the Z-directional distortion of AFM(Atomic Force Microscopy).

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Piezoelectric 6-dimensional accelerometer cross coupling compensation algorithm based on two-stage calibration

  • Dengzhuo Zhang;Min Li;Tongbao Zhu;Lan Qin;Jingcheng Liu;Jun Liu
    • Smart Structures and Systems
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    • 제32권2호
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    • pp.101-109
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    • 2023
  • In order to improve the measurement accuracy of the 6-dimensional accelerometer, the cross coupling compensation method of the accelerometer needs to be studied. In this paper, the non-linear error caused by cross coupling of piezoelectric six-dimensional accelerometer is compensated online. The cross coupling filter is obtained by analyzing the cross coupling principle of a piezoelectric six-dimensional accelerometer. Linear and non-linear fitting methods are designed. A two-level calibration hybrid compensation algorithm is proposed. An experimental prototype of a piezoelectric six-dimensional accelerometer is fabricated. Calibration and test experiments of accelerometer were carried out. The measured results show that the average non-linearity of the proposed algorithm is 2.2628% lower than that of the least square method, the solution time is 0.019382 seconds, and the proposed algorithm can realize the real-time measurement in six dimensions while improving the measurement accuracy. The proposed algorithm combines real-time and high precision. The research results provide theoretical and technical support for the calibration method and online compensation technology of the 6-dimensional accelerometer.

핸드-아이 보정과 능동 스테레오 비젼의 일반적 해석 (The General Analysis of an Active Stereo Vision with Hand-Eye Calibration)

  • 김진대;이재원;신찬배
    • 한국정밀공학회지
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    • 제21권5호
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    • pp.83-83
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    • 2004
  • The analysis of relative pose(position and rotation) between stereo cameras is very important to determine the solution that provides three-dimensional information for an arbitrary moving target with respect to robot-end. In the space of free camera-model, the rotational parameters act on non-linear factors acquiring a kinematical solution. In this paper the general solution of active stereo that gives a three-dimensional pose of moving object is presented. The focus is to achieve a derivation of linear equation between a robot′s end and active stereo cameras. The equation is consistently derived from the vector of quaternion space. The calibration of cameras is also derived in this space. Computer simulation and the results of error-sensitivity demonstrate the successful operation of the solution. The suggested solution can also be applied to the more complex real time tracking and quite general and are applicable in various stereo fields.

핸드-아이 보정과 능동 스테레오 비젼의 일반적 해석 (The General Analysis of an Active Stereo Vision with Hand-Eye Calibration)

  • 김진대;이재원;신찬배
    • 한국정밀공학회지
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    • 제21권5호
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    • pp.89-90
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    • 2004
  • The analysis of relative pose(position and rotation) between stereo cameras is very important to determine the solution that provides three-dimensional information for an arbitrary moving target with respect to robot-end. In the space of free camera-model, the rotational parameters act on non-linear factors acquiring a kinematical solution. In this paper the general solution of active stereo that gives a three-dimensional pose of moving object is presented. The focus is to achieve a derivation of linear equation between a robot's end and active stereo cameras. The equation is consistently derived from the vector of quaternion space. The calibration of cameras is also derived in this space. Computer simulation and the results of error-sensitivity demonstrate the successful operation of the solution. The suggested solution can also be applied to the more complex real time tracking and quite general and are applicable in various stereo fields.