Robust extrapolation for systems with unknown input and interval uncertainty in system and observations
The problem of robust extrapolation for discrete linear system with unknown input and uncertain interval parameters in system and model of observations is considered. The probabilistic approach is used, which is based on replacing uncertain parameters of interval type by independent random variables...
| Published in: | Вестник Томского государственного университета. Управление, вычислительная техника и информатика № 62. P. 85-91 |
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| Format: | Article |
| Language: | English |
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| Online Access: | http://vital.lib.tsu.ru/vital/access/manager/Repository/koha:001004076 Перейти в каталог НБ ТГУ |
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| 100 | 1 | |a Smagin, Valery I. |9 101916 | |
| 245 | 1 | 0 | |a Robust extrapolation for systems with unknown input and interval uncertainty in system and observations |c V. I. Smagin, K. S. Kim |
| 246 | 1 | 1 | |a Робастная экстраполяция для систем с неизвестным входом и интервальной неопределенностью в объекте и наблюдениях |
| 336 | |a Текст | ||
| 337 | |a электронный | ||
| 504 | |a Библиогр.: 15 назв. | ||
| 520 | 3 | |a The problem of robust extrapolation for discrete linear system with unknown input and uncertain interval parameters in system and model of observations is considered. The probabilistic approach is used, which is based on replacing uncertain parameters of interval type by independent random variables with uniform distribution in recursive Kalman schemes. The LSM algorithms and nonparametric smoothing procedures are applied for estimating unknown input. The proposed algorithms can be used in control systems with incomplete information. Simulation results are presented and discussed. | |
| 653 | |a надежная экстраполяция | ||
| 653 | |a непараметрическое сглаживание | ||
| 653 | |a вероятностный подход | ||
| 653 | |a системы управления с неполной информацией | ||
| 655 | 4 | |a статьи в журналах |9 889977 | |
| 700 | 1 | |a Kim, Konstantin S. |9 103950 | |
| 773 | 0 | |t Вестник Томского государственного университета. Управление, вычислительная техника и информатика |d 2023 |g № 62. P. 85-91 |x 1998-8605 |w 0210-40860 | |
| 852 | 4 | |a RU-ToGU | |
| 856 | 4 | |u http://vital.lib.tsu.ru/vital/access/manager/Repository/koha:001004076 | |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1004076 | ||
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