Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Two Procedures with Randomized Controls for the Parameters' Confidence Region of Linear Plant under External Arbitrary Noise. / Amelin, K.; Amelina, N.; Granichin, O.; Granichina, O.
2012 IEEE MULTI-CONFERENCE ON SYSTEMS AND CONTROL (2012 IEEE MSC). IEEE Canada, 2012. p. 1226-1231 (IEEE International Symposium on Intelligent Control).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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TY - GEN
T1 - Two Procedures with Randomized Controls for the Parameters' Confidence Region of Linear Plant under External Arbitrary Noise
AU - Amelin, K.
AU - Amelina, N.
AU - Granichin, O.
AU - Granichina, O.
PY - 2012
Y1 - 2012
N2 - In this paper we join the previous results about asymptotic properties of a randomized control strategy with new one based on a non-asymptotic approach of LSCR (Leave-out Sign-dominant Correlation Regions) methods. Our consideration is focused on problems of the identification or adaptive optimal control for the linear plant with unknown parameters and dynamics disturbed by an external noise. The assumptions about the noise are reduced to a minimum: it can virtually be arbitrary, but, independently of it, the user must be able to add test perturbations through the input channel. The theoretical results are illustrated by simulations.
AB - In this paper we join the previous results about asymptotic properties of a randomized control strategy with new one based on a non-asymptotic approach of LSCR (Leave-out Sign-dominant Correlation Regions) methods. Our consideration is focused on problems of the identification or adaptive optimal control for the linear plant with unknown parameters and dynamics disturbed by an external noise. The assumptions about the noise are reduced to a minimum: it can virtually be arbitrary, but, independently of it, the user must be able to add test perturbations through the input channel. The theoretical results are illustrated by simulations.
M3 - статья в сборнике материалов конференции
T3 - IEEE International Symposium on Intelligent Control
SP - 1226
EP - 1231
BT - 2012 IEEE MULTI-CONFERENCE ON SYSTEMS AND CONTROL (2012 IEEE MSC)
PB - IEEE Canada
Y2 - 3 October 2012 through 5 October 2012
ER -
ID: 60694563