UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Optimal Control of SOAs With Artificial Intelligence for Sub-Nanosecond Optical Switching

Parsonson, CWF; Shabka, Z; Chlupka, WK; Goh, B; Zervas, G; (2020) Optimal Control of SOAs With Artificial Intelligence for Sub-Nanosecond Optical Switching. Journal of Lightwave Technology , 38 (20) pp. 5563-5573. 10.1109/JLT.2020.3004645. Green open access

[img]
Preview
Text
JLT_SOA_Paper_v2__clean_.pdf - Accepted version

Download (4MB) | Preview

Abstract

Novel approaches to switching ultra-fast semiconductor optical amplifiers using artificial intelligence algorithms (particle swarm optimisation, ant colony optimisation, and a genetic algorithm) are developed and applied both in simulation and experiment. Effective off-on switching (settling) times of 542 ps are demonstrated with just 4.8% overshoot, achieving an order of magnitude improvement over previous attempts described in the literature and standard dampening techniques from control theory.

Type: Article
Title: Optimal Control of SOAs With Artificial Intelligence for Sub-Nanosecond Optical Switching
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/JLT.2020.3004645
Publisher version: https://doi.org/10.1109/JLT.2020.3004645
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: Ant colony optimisation, artificial intelligence, data centre networks, genetic algorithm, optical interconnects, optical networks, optical switching, particle swarm optimisation, semiconductor optical amplifiers
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Chemical Engineering
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/10113485
Downloads since deposit
29Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item