IEEE - Institute of Electrical and Electronics Engineers, Inc. - Exact Expectation Evaluation and Design of Variable Step-Size Adaptive Algorithms

Author(s): Pedro Lara ; Filipe Igreja ; Luis D. T. J. Tarrataca ; Diego Barreto Haddad ; Mariane R. Petraglia
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2019
Volume: 26
Page(s): 74 - 78
ISSN (Electronic): 1558-2361
ISSN (Paper): 1070-9908
DOI: 10.1109/LSP.2018.2880084
Regular:

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... View More

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