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Deterministic identification of lossless and dissipative systems

Deterministic identification of lossless and dissipative systems
Deterministic identification of lossless and dissipative systems
We illustrate procedures to identify a state-space representation of a passive or bounded-real system from noise-free measurements. The basic idea underlying our algorithms is to obtain a state sequence from a rank-revealing factorization of a Gramian-like matrix constructed from the data. The computation of state-space equations is then performed solving a system of linear equations, similarly to what happens in classical deterministic subspace identification methods.
Rapisarda, Paolo
79efc3b0-a7c6-4ca7-a7f8-de5770a4281b
Trentelman, Harry L.
28ee0a03-4052-46ce-8e7e-41f6a76fe450
Rapisarda, Paolo
79efc3b0-a7c6-4ca7-a7f8-de5770a4281b
Trentelman, Harry L.
28ee0a03-4052-46ce-8e7e-41f6a76fe450

Rapisarda, Paolo and Trentelman, Harry L. (2010) Deterministic identification of lossless and dissipative systems. MTNS 2010, Budapest, Hungary. 05 - 09 Jul 2010.

Record type: Conference or Workshop Item (Paper)

Abstract

We illustrate procedures to identify a state-space representation of a passive or bounded-real system from noise-free measurements. The basic idea underlying our algorithms is to obtain a state sequence from a rank-revealing factorization of a Gramian-like matrix constructed from the data. The computation of state-space equations is then performed solving a system of linear equations, similarly to what happens in classical deterministic subspace identification methods.

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More information

Published date: 6 July 2010
Additional Information: Event Dates: July 5-9, 2010
Venue - Dates: MTNS 2010, Budapest, Hungary, 2010-07-05 - 2010-07-09
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 271383
URI: http://eprints.soton.ac.uk/id/eprint/271383
PURE UUID: 164bbdfa-100c-44c5-a18d-ef90bd17dd57

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Date deposited: 12 Jul 2010 11:57
Last modified: 31 Oct 2023 05:12

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Contributors

Author: Paolo Rapisarda
Author: Harry L. Trentelman

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