Journal of Automation and Information Sciences
Published 12 issues per year
ISSN Print: 1064-2315
ISSN Online: 2163-9337
SJR:
0.173
SNIP:
0.588
CiteScore™::
2
Indexed in
Adaptive Filtration with Constraints on Estimated Parameters
Volume 38,
Issue 5, 2006,
pp. 65-80
DOI: 10.1615/J Automat Inf Scien.v38.i5.70
ABSTRACT
The paper introduces a new procedure for solving parameter identification problem with constraints on estimated parameters based on analysis of statistical characteristics of suboptimal finite memory filter discrepancy. We introduce equality type linear constraints on estimating the mathematical expectation of measurement noise and analyze accuracy of estimates obtained with and without these constraints. Consideration is given to applicability of proposed procedure to Sun heliograms analysis, efficiency of this application being shown.
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