A Robust Variable Forgetting Factor Recursive Least-Squares Algorithm for System Identification

The performance of the recursive least-squares (RLS) algorithm is governed by the forgetting factor. This parameter leads to a compromise between (1) the tracking capabilities and (2) the misadjustment and stability. In this letter, a variable forgetting factor RLS (VFF-RLS) algorithm is proposed fo...

Celý popis

Podrobná bibliografie

Vydáno v:	IEEE signal processing letters Ročník 15; s. 597 - 600
Hlavní autoři:	Paleologu, C., Benesty, J., Ciochina, S.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 2008 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Adaptive filtering Adaptive filters Additive noise Convergence echo cancellation Least squares approximation recursive least-squares (RLS) Resonance light scattering Robustness Signal processing Signal processing algorithms Stability System identification
ISSN:	1070-9908, 1558-2361
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!