基于遗传算法的硅光子学波长复用/解复用电路设计

IF 1.6 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Michael Gad, Mira Abboud, Mostafa Fedawy, Hany Mahrous, Ahmed Shaker, W. Fikry, Michael Ibrahim
{"title":"基于遗传算法的硅光子学波长复用/解复用电路设计","authors":"Michael Gad,&nbsp;Mira Abboud,&nbsp;Mostafa Fedawy,&nbsp;Hany Mahrous,&nbsp;Ahmed Shaker,&nbsp;W. Fikry,&nbsp;Michael Ibrahim","doi":"10.1049/ote2.70008","DOIUrl":null,"url":null,"abstract":"<p>This paper proposes a novel design for a wavelength Multiplexer/Demultiplexer circuit based on the complementary-metal-oxide-semiconductor (CMOS) platform. The wavelength-division multiplexing (WDM) specifications for this device include free spectral range of 100 GHz (equivalently <span></span><math>\n <semantics>\n <mrow>\n <mn>0.8</mn>\n <mspace></mspace>\n <mtext>nm</mtext>\n </mrow>\n <annotation> $0.8\\,\\text{nm}$</annotation>\n </semantics></math>), channel spacing of 50 GHz, crosstalk less than −23 dB, dispersion less than 30 ps/nm, and preferably shape factor greater than 0.6, alongside minimal insertion loss and device footprint. The new design incorporates four additional ring resonators compared to previous studies, resulting in significant enhancement in crosstalk by 13 and 4 dB for the through port and drop port signals, respectively. Additionally, the transmission shape factor increases by 25% and 50% for the through port and drop port, respectively. The design approach employs a genetic algorithm to achieve optimal coupling coefficients for a multi-objective optimisation problem without a mathematical closed form, significantly reducing the computation time. This proposed algorithm seeks a balanced solution where all performance parameters reach acceptable values rather than optimising each parameter individually. This method proves to be both efficient and expedient, effectively eliminating the trial-and-error approach and the need for visual investigation of the Z-domain of the circuit transmission commonly used in the literature.</p>","PeriodicalId":13408,"journal":{"name":"Iet Optoelectronics","volume":"19 1","pages":""},"PeriodicalIF":1.6000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1049/ote2.70008","citationCount":"0","resultStr":"{\"title\":\"A Genetic-Algorithm Enhanced Design of a Silicon-Photonics Wavelength Multiplexer/Demultiplexer Circuit\",\"authors\":\"Michael Gad,&nbsp;Mira Abboud,&nbsp;Mostafa Fedawy,&nbsp;Hany Mahrous,&nbsp;Ahmed Shaker,&nbsp;W. Fikry,&nbsp;Michael Ibrahim\",\"doi\":\"10.1049/ote2.70008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>This paper proposes a novel design for a wavelength Multiplexer/Demultiplexer circuit based on the complementary-metal-oxide-semiconductor (CMOS) platform. The wavelength-division multiplexing (WDM) specifications for this device include free spectral range of 100 GHz (equivalently <span></span><math>\\n <semantics>\\n <mrow>\\n <mn>0.8</mn>\\n <mspace></mspace>\\n <mtext>nm</mtext>\\n </mrow>\\n <annotation> $0.8\\\\,\\\\text{nm}$</annotation>\\n </semantics></math>), channel spacing of 50 GHz, crosstalk less than −23 dB, dispersion less than 30 ps/nm, and preferably shape factor greater than 0.6, alongside minimal insertion loss and device footprint. The new design incorporates four additional ring resonators compared to previous studies, resulting in significant enhancement in crosstalk by 13 and 4 dB for the through port and drop port signals, respectively. Additionally, the transmission shape factor increases by 25% and 50% for the through port and drop port, respectively. The design approach employs a genetic algorithm to achieve optimal coupling coefficients for a multi-objective optimisation problem without a mathematical closed form, significantly reducing the computation time. This proposed algorithm seeks a balanced solution where all performance parameters reach acceptable values rather than optimising each parameter individually. This method proves to be both efficient and expedient, effectively eliminating the trial-and-error approach and the need for visual investigation of the Z-domain of the circuit transmission commonly used in the literature.</p>\",\"PeriodicalId\":13408,\"journal\":{\"name\":\"Iet Optoelectronics\",\"volume\":\"19 1\",\"pages\":\"\"},\"PeriodicalIF\":1.6000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1049/ote2.70008\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Iet Optoelectronics\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1049/ote2.70008\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iet Optoelectronics","FirstCategoryId":"94","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1049/ote2.70008","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

本文提出了一种基于互补金属氧化物半导体(CMOS)平台的波长复用/解复用电路的新设计。该器件的波分复用(WDM)规格包括100 GHz的自由频谱范围(相当于0.8 nm), 50 GHz的信道间隔,串扰小于- 23 dB,色散小于30 ps/nm,最佳形状因子大于0.6,同时插入损耗最小,器件占地面积最小。与之前的研究相比,新设计增加了4个环形谐振器,使通口和丢口信号的串扰分别显著增强了13 dB和4 dB。此外,通过端口和下降端口的传输形状因子分别增加了25%和50%。该设计方法采用遗传算法求解无数学封闭形式的多目标优化问题的最优耦合系数,大大减少了计算时间。该算法寻求一个平衡的解决方案,其中所有性能参数达到可接受的值,而不是单独优化每个参数。该方法被证明既高效又方便,有效地消除了文献中常用的试错方法和对电路传输z域的可视化研究的需要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A Genetic-Algorithm Enhanced Design of a Silicon-Photonics Wavelength Multiplexer/Demultiplexer Circuit

A Genetic-Algorithm Enhanced Design of a Silicon-Photonics Wavelength Multiplexer/Demultiplexer Circuit

This paper proposes a novel design for a wavelength Multiplexer/Demultiplexer circuit based on the complementary-metal-oxide-semiconductor (CMOS) platform. The wavelength-division multiplexing (WDM) specifications for this device include free spectral range of 100 GHz (equivalently 0.8 nm $0.8\,\text{nm}$ ), channel spacing of 50 GHz, crosstalk less than −23 dB, dispersion less than 30 ps/nm, and preferably shape factor greater than 0.6, alongside minimal insertion loss and device footprint. The new design incorporates four additional ring resonators compared to previous studies, resulting in significant enhancement in crosstalk by 13 and 4 dB for the through port and drop port signals, respectively. Additionally, the transmission shape factor increases by 25% and 50% for the through port and drop port, respectively. The design approach employs a genetic algorithm to achieve optimal coupling coefficients for a multi-objective optimisation problem without a mathematical closed form, significantly reducing the computation time. This proposed algorithm seeks a balanced solution where all performance parameters reach acceptable values rather than optimising each parameter individually. This method proves to be both efficient and expedient, effectively eliminating the trial-and-error approach and the need for visual investigation of the Z-domain of the circuit transmission commonly used in the literature.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Iet Optoelectronics
Iet Optoelectronics 工程技术-电信学
CiteScore
4.50
自引率
0.00%
发文量
26
审稿时长
6 months
期刊介绍: IET Optoelectronics publishes state of the art research papers in the field of optoelectronics and photonics. The topics that are covered by the journal include optical and optoelectronic materials, nanophotonics, metamaterials and photonic crystals, light sources (e.g. LEDs, lasers and devices for lighting), optical modulation and multiplexing, optical fibres, cables and connectors, optical amplifiers, photodetectors and optical receivers, photonic integrated circuits, photonic systems, optical signal processing and holography and displays. Most of the papers published describe original research from universities and industrial and government laboratories. However correspondence suggesting review papers and tutorials is welcomed, as are suggestions for special issues. IET Optoelectronics covers but is not limited to the following topics: Optical and optoelectronic materials Light sources, including LEDs, lasers and devices for lighting Optical modulation and multiplexing Optical fibres, cables and connectors Optical amplifiers Photodetectors and optical receivers Photonic integrated circuits Nanophotonics and photonic crystals Optical signal processing Holography Displays
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信