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Variable leaky steepest descent algorithm for autoregressive fading estimation in OFDM systems.

Authors :
Ghanavati Mohammadi, Mohammad
Mahmoudi, Alimorad
Kosarian, Abdolnabi
Source :
Digital Signal Processing. Oct2021, Vol. 117, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

This paper presents an adaptive algorithm for unbiased estimation of autoregressive Rayleigh flat fading parameters in OFDM systems. To this end, a variable leaky steepest descent algorithm is proposed. The authors use a variable leak parameter in the algorithm to remove the noise induced bias from the autoregressive estimates. Theoretical performance analyses of the proposed method are conducted. Moreover, computer simulations are presented to evaluate the performance of the proposed algorithm and to compare it with other existing methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10512004
Volume :
117
Database :
Academic Search Index
Journal :
Digital Signal Processing
Publication Type :
Periodical
Accession number :
152232968
Full Text :
https://doi.org/10.1016/j.dsp.2021.103169