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Subspace System Identification of the Kalman Filter

Some proofs concerning a subspace identification algorithm are presented. It is proved that the Kalman filter gain and the noise innovations process can be identified directly from known input and output data without explicitly solving the Riccati equation. Furthermore, it is in general and for colo...

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Autore principale: David Di Ruscio
Natura: Artigo
Lingua:Inglês
Pubblicazione: Norwegian Society of Automatic Control 2003-07-01
Serie:Modeling, Identification and Control
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Accesso online:http://www.mic-journal.no/PDF/2003/MIC-2003-3-1.pdf
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