Nurlybayeva, Karina, Argüello Ron, Diego, Kamalian-Kopae, Morteza, Turitsyna, Elena and Turitsyn, Sergei (2023). Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with Machine Learning DSP. IN: Proceedings of the 2022 Asia Communications and Photonics Conference (ACP). Asia Communications and Photonics Conference (ACP) Proceedings . CHN: IEEE.
Abstract
Abstract—We propose a solution to noisy neural networks employed in future optical communication systems. The proposed approach includes breaking down large networks into smaller ones and forming ”crowds” using these elementary networks.
| Publication DOI: | https://doi.org/10.1109/acp55869.2022.10088872 |
|---|---|
| Divisions: | College of Engineering & Physical Sciences > Aston Institute of Photonics Technology (AIPT) |
| Additional Information: | Copyright © 2023, IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Funding: This work has received funding from: EU H2020 MSCA project No. 860360 and EPSRC project TRANSNET. |
| Event Title: | 2022 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC) |
| Event Type: | Other |
| Event Dates: | 2022-11-05 - 2022-11-08 |
| Uncontrolled Keywords: | Artificial Neural Networks,Equalisation,Computational Complexity,Noise Resilience |
| ISBN: | 9781665481557 |
| Last Modified: | 10 Apr 2024 23:35 |
| Date Deposited: | 06 Jun 2023 15:39 |
| Full Text Link: | |
| Related URLs: |
https://ieeexpl ... cument/10088872
(Publisher URL) http://www.scop ... tnerID=8YFLogxK (Scopus URL) |
PURE Output Type: | Conference contribution |
| Published Date: | 2023-04-10 |
| Authors: |
Nurlybayeva, Karina
Argüello Ron, Diego ( 
0000-0002-6004-385X)
Kamalian-Kopae, Morteza (
0000-0002-6278-976X)
Turitsyna, Elena (
0000-0003-1756-362X)
Turitsyn, Sergei (
0000-0003-0101-3834)
|
CORE (COnnecting REpositories)
CORE (COnnecting REpositories)