Title :
Electronic dispersion compensation of fiber links using sparsity induced volterra equalizers
Author :
Glentis, G.O. ; Kopsinis, Yannis ; Georgoulakis, Kristina ; Matrakidis, Chris
Author_Institution :
Dept. of Inf. & Telecommun., Univ. of Peloponnese, Greece
Abstract :
During the last few years, a lot of research has been invested for the development of electronic devices equipped with advanced signal processing techniques for the dispersion compensation of Optical transmission systems. Compared to their all-optical counterparts, electronic compensation increases flexibility and gives a new impetus to transparent optical networks for adaptive and dynamic handling in cases where the total accumulated dispersion is not known in advance. In this paper, the Sparse Learning via Iterative Minimization (SLIM) algorithm is employed for the design of reduced size Volterra Decision Feedback (VDFE) equalizers in the context of optical communications is considered. The equalizer structure is dynamically tuned discarding coefficients that have a marginal contribution to the performance of the equalizer leading to both enhanced convergence speed and significant computational complexity savings.
Keywords :
compensation; computational complexity; decision feedback equalisers; iterative methods; learning (artificial intelligence); minimisation; optical fibre dispersion; optical fibre networks; optical links; signal processing; SLIM algorithm; VDFE equalizer; Volterra decision feedback equalizer; computational complexity; electronic compensation device; electronic dispersion compensation; fiber link; optical communication; optical transmission system; signal processing technique; sparse learning iterative minimization algorithm; sparsity induced Volterra equalizer; transparent optical network; Equalizers; Nonlinear optics; Optical feedback; Optical fiber communication; Optical receivers; Optical sensors; Electronic Dispersion Compensation; Optical Communications; Sparse Filters; Volterra Equalizers;
Conference_Titel :
Signal Processing and Information Technology(ISSPIT), 2013 IEEE International Symposium on
Conference_Location :
Athens
DOI :
10.1109/ISSPIT.2013.6781889