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Behavioral Model Identification

In English

Författare

Summary, in English

This paper presents theory and algorithms for system identification suitable for the framework of behavioral system theory. An algorithm based on algebraic system theory and realization theory (Ho-Kalman realization) in a subspace model identification framework is presented. The novel approach considered consists of the formulation of input-output data as an impulse response model and the subsequent application of state-space realization. As a special case, behavioral model identification from finite data sequences is demonstrated.

Publiceringsår

1998

Språk

Engelska

Sidor

126-131

Publikation/Tidskrift/Serie

Proc. IEEE Conf. Decision and Control (CDC'98), Tampa, Florida, December 1998

Dokumenttyp

Konferensbidrag

Ämne

  • Control Engineering

Nyckelord

  • system identification
  • behavioral system theory
  • subspace model
  • input-output data
  • impulse response
  • state-space model
  • behavioral model
  • MIMO systems

Conference name

37th Conference on Decision and Control, 1998

Conference date

1998-12-18 - 1998-12-18

Conference place

Tampa, Florida, United States

Status

Published