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Sibirskii Zhurnal Industrial'noi Matematiki, 2013, Volume 16, Number 4, Pages 87–93
(Mi sjim807)
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This article is cited in 6 scientific papers (total in 6 papers)
On the consistency of generalized orthoregressive parameter estimates for a linear dynamical system
A. A. Lomovab a Novosibirsk State University, 2 Pirogov st., 630090 Novosibirsk
b Sobolev Institute of Mathematics SB RAS, 4 Koptyug av., 630090 Novosibirsk
Abstract:
We obtain consistency conditions for generalized orthoregressive estimates for the parameters of a linear dynamical system from the observation of a large number of independent trajectories of finite length are observed. As a consequence, we obtain the average consistency of Structured Total Least Squares estimates over the trajectory ensemble.
Keywords:
linear dynamical systems, parameter identification, generalized orthoregressive estimates, STLS estimates, consistency.
Received: 10.06.2013
Citation:
A. A. Lomov, “On the consistency of generalized orthoregressive parameter estimates for a linear dynamical system”, Sib. Zh. Ind. Mat., 16:4 (2013), 87–93; J. Appl. Industr. Math., 8:1 (2014), 86–91
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https://www.mathnet.ru/eng/sjim807 https://www.mathnet.ru/eng/sjim/v16/i4/p87
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Abstract page: | 234 | Full-text PDF : | 68 | References: | 45 | First page: | 2 |
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