Change search
ReferencesLink to record
Permanent link

Direct link
A Superspace Method for Discrete-Time Bilinear Model Identification by Interaction Matrices
KTH, School of Information and Communication Technology (ICT), Communication Systems, CoS, Radio Systems Laboratory (RS Lab).ORCID iD: 0000-0003-2948-1082
2012 (English)In: The Journal of the astronautical sciences, ISSN 0021-9142, Vol. 59, no 1-2, 433-452 p.Article in journal (Refereed) Published
Abstract [en]

This paper presents a method for discrete-time bilinear state-space model identification from a single set of input-output data. The initial state can be unknown. By extending the interaction matrix formulation from linear to bilinear state-space models, the bilinear system state is expressed in terms of input-output measurements. This relationship is used to convert the bilinear model to an Equivalent Linear Model (ELM) which can be identified by any linear identification method such as a superspace method presented here. The bilinear state-space model is then extracted from the identified ELM.

Place, publisher, year, edition, pages
2012. Vol. 59, no 1-2, 433-452 p.
National Category
Astronomy, Astrophysics and Cosmology
URN: urn:nbn:se:kth:diva-169849ISI: 000209125300026ScopusID: 2-s2.0-84866075090OAI: diva2:827168

QC 20150626

Available from: 2015-06-26 Created: 2015-06-23 Last updated: 2015-06-26Bibliographically approved

Open Access in DiVA

No full text


Search in DiVA

By author/editor
Čelik, Haris
By organisation
Radio Systems Laboratory (RS Lab)
In the same journal
The Journal of the astronautical sciences
Astronomy, Astrophysics and Cosmology

Search outside of DiVA

GoogleGoogle Scholar
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

Total: 22 hits
ReferencesLink to record
Permanent link

Direct link