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Basis expansion model for tracking and equalizing rapidly varying multimode fiber channels.

Authors :
Said, Karim A.
Hegazy, Salem F.
Obayya, Salah S.A.
Source :
Optical Fiber Technology. Dec2021, Vol. 67, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

• Discrete prolate spheroidal sequences (DPSS) basis can efficiently model rapidly varying mode coupling coefficients. • In rapidly varying channels, our method tracks the channel and yields a SER < 10–4 15 dB SNR, surpassing LMS and RLS. • The tracking ability of DPSS-based equalizer reduces the spectral efficiency due to the additional pilots. In multi-mode fibers, environmental perturbations induce changes in the channel transfer matrix at rates proportional to the total length of affected segments and the number of modes; potentially reaching levels where adaptive equalizers fail in tracking the channel state. We propose a technique that tracks the channel on a frame-by-frame basis by modeling variations in mode coupling coefficients over the period of a full frame of symbols as a linear combination of discrete prolate spheroidal sequences (DPSS). In simulations of rapidly varying channel scenarios where least-mean square (LMS) and recursive least squares (RLS) fail completely, our proposed approach consistently tracks and equalizes the channel variation; yielding a symbol error rate of 10 - 4 at 15-dB signal-to-noise ratio. DPSS, being matched to the dynamic channel behaviour, is a key factor in minimizing the pilot resources expended in channel estimation, with losses in spectral efficiency starting from 4 % up to 20 % in the worst case. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10685200
Volume :
67
Database :
Academic Search Index
Journal :
Optical Fiber Technology
Publication Type :
Academic Journal
Accession number :
153754094
Full Text :
https://doi.org/10.1016/j.yofte.2021.102695