Kernel Affine Projection for Nonlinearity Tolerant Optical Short Reach Systems
Artikel i vetenskaplig tidskrift, 2020
Nonlinearity is one of the key issues that hinder the development of high-capacity optical short reach systems. This paper proposes three variants of kernel affine projection (KAP) algorithms, all of which combine kernel mapping and affine projection in a reproducing kernel Hilbert space for compensating nonlinear impairments in optical short reach systems. An intensity modulation/direct detection system with a single digital-to-analogue converter, a packaged externally modulated laser and a packaged InP photo-detector is used for experimental demonstration, achieving 238-Gbps (net rate 222-Gbps). Experimental results show that the KAP algorithms can mitigate nonlinear impairments in short-reach communications while maintaining low complexity in reproducing kernel Hilbert space.
optical fiber communication
Equalizers
communication system nonlinearities
Författare
Lu Zhang
Zhejiang Lab
Zhejiang University
Jiajia Chen
Chalmers, Elektroteknik, Kommunikation, Antenner och Optiska Nätverk
Aleksejs Udalcovs
RISE Research Institutes of Sweden
Xiaodan Pang
Kungliga Tekniska Högskolan (KTH)
Infinera Corporation
Richard Schatz
Kungliga Tekniska Högskolan (KTH)
Urban Westergren
Kungliga Tekniska Högskolan (KTH)
Sergei Popov
Kungliga Tekniska Högskolan (KTH)
Shilin Xiao
Shanghai Jiao Tong University
Oskars Ozolins
Kungliga Tekniska Högskolan (KTH)
RISE Research Institutes of Sweden
IEEE Transactions on Communications
0090-6778 (ISSN) 15580857 (eISSN)
Vol. 68 10 6403-6412 9134945Ämneskategorier (SSIF 2011)
Reglerteknik
Signalbehandling
Datavetenskap (datalogi)
DOI
10.1109/TCOMM.2020.3007643