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

被引：11

作者：

Parsonson, Christopher W. F. ^{[1
]}

Shabka, Zacharaya ^{[1
]}

Chlupka, W. Konrad ^{[1
]}

Goh, Bawang ^{[1
]}

Zervas, Georgios ^{[1
]}

机构：

[1] UCL, Dept Elect & Elect Engn, London WC1E 7JE, England

来源：

JOURNAL OF LIGHTWAVE TECHNOLOGY | 2020年 / 38卷 / 20期

基金：

英国工程与自然科学研究理事会;

关键词：

Optical switches; Semiconductor optical amplifiers; Optimization; Optical packet switching; Optical buffering; High-speed optical techniques; Stimulated emission; Ant colony optimisation; artificial intelligence; data centre networks; genetic algorithm; optical interconnects; optical networks; optical switching; particle swarm optimisation; semiconductor optical amplifiers; REDUCTION; NETWORKS;

D O I：

10.1109/JLT.2020.3004645

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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.

引用

页码：5563 / 5573

页数：11

共 37 条

[1] Abts D, 2010, CONF PROC INT SYMP C, P338, DOI 10.1145/1816038.1816004
[2] Agrawal G.P., 2002, FIBER OPTIC COMMUNIC
[3] Experimental demonstration of an ultra-low latency control plane for optical packet switching in data center networks
Andreades, Paris
Clark, Kari
Watts, Philip M.
Zervas, Georgios
[J]. OPTICAL SWITCHING AND NETWORKING, 2019, 32 : 51 - 60
[4] Assadihaghi A, 2010, OPTICAL SWITCHES: MATERIALS AND DESIGN, P158, DOI 10.1533/9780857090416.158
[5] Emotion Work in Experience-Centred Design
Balaam, Madeline
Comber, Rob
Clarke, Rachel E.
Windlin, Charles
Stahl, Anna
Hook, Kristina
Fitzpatrick, Geraldine
[J]. CHI 2019: PROCEEDINGS OF THE 2019 CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2019,
[6] Benjamin J. L., 2007, PROCIEEE 25 ANN S HI, P41
[7] Optical burst switching: A new area in optical networking research
Chen, Y
Qiao, CM
Yu, X
[J]. IEEE NETWORK, 2004, 18 (03): : 16 - 23
[8] Cisco Global Cloud Index, 2018, Forecast and methodology, 2016-2021 white paper
[9] Clerc M., 1999, C EVOLUTIONARY COMPU, VVolume 3, P1951, DOI [DOI 10.1109/CEC.1999.785513, 10.1109/CEC.1999.785513]
[10] Connelly M., 2003, APPL PHOTON TECHNOL, V4833, P4

← 1 2 3 4 →