Journal of Automation and Information Sciences

ISSN for PRINT: 1064-2315

For Online Access

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2006, Volume38

Issue 9

82 pages

DOI: 10.1615/J Automat Inf Scien.v38.i9

Issue price - $238.00

Vladimir N. Shevchenko
Institute of Space Research of National Academy of Sciences of Ukraine and National Space Agency of Ukraine, Kyiv, Ukraine

The method of set estimating parameters of controlled objects insensitive to outliers, i.e., jumps of disturbance values beyond a priori constraints is proposed. The use in the procedure of set identification of data distorted by outliers can result in malfunction implying that the estimating set becomes empty. Robustness of the suggested estimation method is based on detection and elimination of data distorted by outliers whose processing leads to the above malfunctioning. The algorithm for determining data distorted by outliers is realized as a function in software environment MATLAB.

DOI: 10.1615/J Automat Inf Scien.v38.i9.40 Download article, 40-49 pages

Article price - $35.00

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