INTERVAL CALIBRATION MODEL OF MULTISENSOR SYSTEM

Authors

  • Alexander Voschinin
  • Nikita Skibitski

DOI:

https://doi.org/10.47839/ijc.2.2.210

Keywords:

Myltisensor system, calibration, interval model, fitting curve, inverse function, accuracy, selection

Abstract

Problem of multisensor system calibration is of great importance in a number of applications. Most often the problem is solving by means of statistical methods using data of calibration controlled experiment. However, in many cases uncertainty and inaccuracy of experimental data more reasonably to express not in terms of random errors but in terms of known bounded absolute errors. For this case based on the introduced definition of “interval readings” interval calibration model is suggested. Within interval paradigm all calibration subproblems are reasonably solved including sensor sensitivity test, most accurate sensors subset selection and aggregate estimation of measurable variable uncertainty interval. There are given a numerical examples.

References

P.J. Brown, Multivariate calibration, J. R. Statist.Soc.B, 3. 1982. p. 44. N3.

L. Smith, M. Corbett. Measuring Marathon courses: An application of statistical calibration theory. - Appl.Statist., 1987, 36, N3

R.Moore. Interval Analysis, Englewood, Cliffs, N.Y., Prentice-Hall, 1966.

A. Voshchinin, S. Simoff, N. Divak. Design of Experiments and Data Analysis: New Trends and Results, ANTAL, Moscow, 1993, p. 11-51

A. Voschinin, G. Sotirov. Optimization Under Uncertainty, Moscow Sofia, 1989, 320 pp. (in Russian).

A. Voschinin. Interval Approach to the Problems of Hypothesis Testing and Estimation of parameters implicit functions, Moscow, Industrial Laboratory, vol. 7, 2000 (in Russian).

V. Gorsky, T. Shvetzova-Shilovskaya, A. Voschinin. Risk assessment of accident involving environmental high-toxicity substances, Journal of Hazardous Materials, No78, 2000.

A. Voshchinin. Interval Analysis: Development and Perspectives, Moscow, Industrial Laboratory, vol. 1, 2002 (in Russian)

Downloads

Published

2014-08-01

How to Cite

Voschinin, A., & Skibitski, N. (2014). INTERVAL CALIBRATION MODEL OF MULTISENSOR SYSTEM. International Journal of Computing, 2(2), 82-86. https://doi.org/10.47839/ijc.2.2.210

Issue

Section

Articles