Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第36回ISCIE「確率システム理論と応用」国際シンポジウム(2004年11月, 埼玉鳩山)
On a stochastic subspace identification algorithm via a block LQ decomposition
Hideyuki TanakaTohru Katayama
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ジャーナル フリー

2005 年 2005 巻 p. 64-71

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抄録
A stochastic subspace identification method has been developed based on a “block LQ decomposition” [1] with the help of stochastic realization theories. The algorithm, however, does not guarantee that an estimate of the forward innovation representation is stable and of minimum phase. In order to overcome this difficulty, this paper discusses a method of estimating the spectral density function of the output process, and present a prototype of a subspace identification algorithm guaranteeing minimum phase via a spectral factorization technique.
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© 2005 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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