Title
Exact Expectation Evaluation and Design of Variable Step-Size Adaptive Algorithms.
Abstract
The choice of a fixed step size in adaptive filtering algorithms implies a conflict between the convergence rate and the steady-state performance. In order to address this tradeoff more effectively, variable step-size schemes have been proposed. The efficiency evaluation of such techniques requires comparisons of the resulting step-size values with theoretical optimum values obtained from a statis...
Year
DOI
Venue
2019
10.1109/LSP.2018.2880084
IEEE Signal Processing Letters
Keywords
Field
DocType
Mathematical model,Convergence,Adaptive algorithms,Steady-state,Noise measurement,Correlation,Computational modeling
Convergence (routing),Colored,Noise measurement,Instability,Algorithm,Rate of convergence,Engineering design process,Adaptive algorithm,Mathematics,Filter design
Journal
Volume
Issue
ISSN
26
1
1070-9908
Citations 
PageRank 
References 
0
0.34
0
Authors
5
Name
Order
Citations
PageRank
Pedro Lara121.55
Filipe Igreja200.68
Luís Tarrataca300.34
Diego B. Haddad42910.37
Mariane R. Petraglia513226.75