On subspace system identification algorithms implemented through sequences of modified householder algorithms

• Type: Article in International Conference Proceedings Book
• Date: 2004

Authors

Catarina Delgado (Author) FEP; Paulo Lopes dos Santos (Author) FEUP

Conference proceedings International

Title: MSV'04 & AMCS'04, PROCEEDINGS

Pages: 427-432

International Conference on Modeling, Simulation and Visualization Methods/International Conference on Algorithmic Mathematics and Computer Sciences

Las Vegas, NV, JUN 21-24, 2004

Indexing

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Scientific classification

FOS: Engineering and technology > Electrical engineering, Electronic engineering, Information engineering

Other information

Authenticus ID: P-000-D8M

Abstract (EN): In this paper we present two subspace identification methods implemented through sequences of modified Householder algorithm. The main idea was to show that subspace identification methods can be represented as sequences of least squares problems and implemented wing QR factorizations. Therefore, it is possible to develop iterative algorithms with most of the advantages of this kind of methods, and still improve the numerical efficiency, in order to deal with real-tme applications and minimize the computational burden.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 6