System identification based on bounded error constraints

Konstantinos Tsakalis, Michael Deisher, Andreas Spanias

Research output: Contribution to journalArticle

6 Citations (Scopus)

Abstract

In this correspondence, we examine the performance of adaptive algorithms such as gradient, dead-zone, and bounding ellipsoid in the presence of bounded disturbances. We begin with a simple bursting example and continue by describing the algorithms and their properties, including analytical results on their asymptotic performance. Finally, a new algorithm is proposed, providing both MSE and maximum steady-state error performance guarantees.

Original languageEnglish (US)
Pages (from-to)3071-3075
Number of pages5
JournalIEEE Transactions on Signal Processing
Volume43
Issue number12
DOIs
StatePublished - Dec 1995

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Identification (control systems)
Adaptive algorithms

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering

Cite this

System identification based on bounded error constraints. / Tsakalis, Konstantinos; Deisher, Michael; Spanias, Andreas.

In: IEEE Transactions on Signal Processing, Vol. 43, No. 12, 12.1995, p. 3071-3075.

Research output: Contribution to journalArticle

Tsakalis, Konstantinos ; Deisher, Michael ; Spanias, Andreas. / System identification based on bounded error constraints. In: IEEE Transactions on Signal Processing. 1995 ; Vol. 43, No. 12. pp. 3071-3075.
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