Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system

Multi-mode multiplexing optical interconnection (MMOI) has been widely used as a new technology that can significantly expand communication bandwidth. However, the constant-on state of each channel in the existing MMOI systems leads to serious interference for receivers when extracting and processin...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Optics express 2024-06, Vol.32 (12), p.21400-21411
Hauptverfasser: Du, Te, Luo, Mingyu, Ma, Hansi, Jiang, Xinpeng, Zhang, Zhaojian, Peng, Zheng, Huang, Peixin, Zou, Hongxin, Yang, Junbo
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 21411
container_issue 12
container_start_page 21400
container_title Optics express
container_volume 32
creator Du, Te
Luo, Mingyu
Ma, Hansi
Jiang, Xinpeng
Zhang, Zhaojian
Peng, Zheng
Huang, Peixin
Zou, Hongxin
Yang, Junbo
description Multi-mode multiplexing optical interconnection (MMOI) has been widely used as a new technology that can significantly expand communication bandwidth. However, the constant-on state of each channel in the existing MMOI systems leads to serious interference for receivers when extracting and processing information, necessitating introducing real-time selective-on function for each channel in MMOI systems. To achieve this goal, combining several practical requirements, we propose a real-time selective mode switch based on phase-change materials, which can individually tune the passing/blocking of different modes in the bus waveguide. We utilize our proposed particle swarm optimization algorithm with embedded neural network surrogate models (NN-in-PSO) to design this mode switch. The proposed NN-in-PSO significantly reduces the optimization cost, enabling multi-dimensional simultaneous optimization. The resulting mode switch offers several advantages, including ultra-compactness, rapid tuning, nonvolatility, and large extinction ratio. Then, we demonstrate the real-time channel selection function by integrating the mode switch into the MMOI system. Finally, we prove the fabricating robustness of the proposed mode switch, which paves the way for its large-scale application.
doi_str_mv 10.1364/OE.521562
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3066789292</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3066789292</sourcerecordid><originalsourceid>FETCH-LOGICAL-c280t-cda97d9b6ac665443e523438c77178dfc0746d1b345e45134b2ec36461ab02c73</originalsourceid><addsrcrecordid>eNpNkM9LwzAYhoMobk4P_gOSox6qSZMm7VHG_AGDgei5pMm3LZK0tcnAXf3LjXSKp-_l43nfw4PQJSW3lAl-t1rcFjktRH6EppRUPOOklMf_8gSdhfBOCOWykqdowsqyqHjFp-jrBZTLovWA9Va1LTgcwIGOtmuxbbHfuWgz3xkYY-_g07Yb3PXRauUSEmHQXSoeKj4RHtLX4GaPt_tmsAYrt-kGG7ceq9Zgr1LHpnLYhwj-HJ2slQtwcbgz9PaweJ0_ZcvV4_P8fpnpvCQx00ZV0lSNUFqIgnMGRc44K7WUVJZmrYnkwtCG8QJ4QRlvctDJjqCqIbmWbIaux91-6D52EGLtbdDgnGqh24WaESFkWeVVntCbEdVDF8IA67ofrFfDvqak_lFerxb1qDyxV4fZXePB_JG_jtk3NDN-Ng</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3066789292</pqid></control><display><type>article</type><title>Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system</title><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Du, Te ; Luo, Mingyu ; Ma, Hansi ; Jiang, Xinpeng ; Zhang, Zhaojian ; Peng, Zheng ; Huang, Peixin ; Zou, Hongxin ; Yang, Junbo</creator><creatorcontrib>Du, Te ; Luo, Mingyu ; Ma, Hansi ; Jiang, Xinpeng ; Zhang, Zhaojian ; Peng, Zheng ; Huang, Peixin ; Zou, Hongxin ; Yang, Junbo</creatorcontrib><description>Multi-mode multiplexing optical interconnection (MMOI) has been widely used as a new technology that can significantly expand communication bandwidth. However, the constant-on state of each channel in the existing MMOI systems leads to serious interference for receivers when extracting and processing information, necessitating introducing real-time selective-on function for each channel in MMOI systems. To achieve this goal, combining several practical requirements, we propose a real-time selective mode switch based on phase-change materials, which can individually tune the passing/blocking of different modes in the bus waveguide. We utilize our proposed particle swarm optimization algorithm with embedded neural network surrogate models (NN-in-PSO) to design this mode switch. The proposed NN-in-PSO significantly reduces the optimization cost, enabling multi-dimensional simultaneous optimization. The resulting mode switch offers several advantages, including ultra-compactness, rapid tuning, nonvolatility, and large extinction ratio. Then, we demonstrate the real-time channel selection function by integrating the mode switch into the MMOI system. Finally, we prove the fabricating robustness of the proposed mode switch, which paves the way for its large-scale application.</description><identifier>ISSN: 1094-4087</identifier><identifier>EISSN: 1094-4087</identifier><identifier>DOI: 10.1364/OE.521562</identifier><identifier>PMID: 38859494</identifier><language>eng</language><publisher>United States</publisher><ispartof>Optics express, 2024-06, Vol.32 (12), p.21400-21411</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c280t-cda97d9b6ac665443e523438c77178dfc0746d1b345e45134b2ec36461ab02c73</cites><orcidid>0000-0002-1548-3637 ; 0000-0002-6946-4239 ; 0000-0002-9388-8752 ; 0009-0003-5990-6931 ; 0000-0002-6052-8857</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38859494$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Du, Te</creatorcontrib><creatorcontrib>Luo, Mingyu</creatorcontrib><creatorcontrib>Ma, Hansi</creatorcontrib><creatorcontrib>Jiang, Xinpeng</creatorcontrib><creatorcontrib>Zhang, Zhaojian</creatorcontrib><creatorcontrib>Peng, Zheng</creatorcontrib><creatorcontrib>Huang, Peixin</creatorcontrib><creatorcontrib>Zou, Hongxin</creatorcontrib><creatorcontrib>Yang, Junbo</creatorcontrib><title>Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system</title><title>Optics express</title><addtitle>Opt Express</addtitle><description>Multi-mode multiplexing optical interconnection (MMOI) has been widely used as a new technology that can significantly expand communication bandwidth. However, the constant-on state of each channel in the existing MMOI systems leads to serious interference for receivers when extracting and processing information, necessitating introducing real-time selective-on function for each channel in MMOI systems. To achieve this goal, combining several practical requirements, we propose a real-time selective mode switch based on phase-change materials, which can individually tune the passing/blocking of different modes in the bus waveguide. We utilize our proposed particle swarm optimization algorithm with embedded neural network surrogate models (NN-in-PSO) to design this mode switch. The proposed NN-in-PSO significantly reduces the optimization cost, enabling multi-dimensional simultaneous optimization. The resulting mode switch offers several advantages, including ultra-compactness, rapid tuning, nonvolatility, and large extinction ratio. Then, we demonstrate the real-time channel selection function by integrating the mode switch into the MMOI system. Finally, we prove the fabricating robustness of the proposed mode switch, which paves the way for its large-scale application.</description><issn>1094-4087</issn><issn>1094-4087</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNpNkM9LwzAYhoMobk4P_gOSox6qSZMm7VHG_AGDgei5pMm3LZK0tcnAXf3LjXSKp-_l43nfw4PQJSW3lAl-t1rcFjktRH6EppRUPOOklMf_8gSdhfBOCOWykqdowsqyqHjFp-jrBZTLovWA9Va1LTgcwIGOtmuxbbHfuWgz3xkYY-_g07Yb3PXRauUSEmHQXSoeKj4RHtLX4GaPt_tmsAYrt-kGG7ceq9Zgr1LHpnLYhwj-HJ2slQtwcbgz9PaweJ0_ZcvV4_P8fpnpvCQx00ZV0lSNUFqIgnMGRc44K7WUVJZmrYnkwtCG8QJ4QRlvctDJjqCqIbmWbIaux91-6D52EGLtbdDgnGqh24WaESFkWeVVntCbEdVDF8IA67ofrFfDvqak_lFerxb1qDyxV4fZXePB_JG_jtk3NDN-Ng</recordid><startdate>20240603</startdate><enddate>20240603</enddate><creator>Du, Te</creator><creator>Luo, Mingyu</creator><creator>Ma, Hansi</creator><creator>Jiang, Xinpeng</creator><creator>Zhang, Zhaojian</creator><creator>Peng, Zheng</creator><creator>Huang, Peixin</creator><creator>Zou, Hongxin</creator><creator>Yang, Junbo</creator><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-1548-3637</orcidid><orcidid>https://orcid.org/0000-0002-6946-4239</orcidid><orcidid>https://orcid.org/0000-0002-9388-8752</orcidid><orcidid>https://orcid.org/0009-0003-5990-6931</orcidid><orcidid>https://orcid.org/0000-0002-6052-8857</orcidid></search><sort><creationdate>20240603</creationdate><title>Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system</title><author>Du, Te ; Luo, Mingyu ; Ma, Hansi ; Jiang, Xinpeng ; Zhang, Zhaojian ; Peng, Zheng ; Huang, Peixin ; Zou, Hongxin ; Yang, Junbo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c280t-cda97d9b6ac665443e523438c77178dfc0746d1b345e45134b2ec36461ab02c73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Du, Te</creatorcontrib><creatorcontrib>Luo, Mingyu</creatorcontrib><creatorcontrib>Ma, Hansi</creatorcontrib><creatorcontrib>Jiang, Xinpeng</creatorcontrib><creatorcontrib>Zhang, Zhaojian</creatorcontrib><creatorcontrib>Peng, Zheng</creatorcontrib><creatorcontrib>Huang, Peixin</creatorcontrib><creatorcontrib>Zou, Hongxin</creatorcontrib><creatorcontrib>Yang, Junbo</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Optics express</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Du, Te</au><au>Luo, Mingyu</au><au>Ma, Hansi</au><au>Jiang, Xinpeng</au><au>Zhang, Zhaojian</au><au>Peng, Zheng</au><au>Huang, Peixin</au><au>Zou, Hongxin</au><au>Yang, Junbo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system</atitle><jtitle>Optics express</jtitle><addtitle>Opt Express</addtitle><date>2024-06-03</date><risdate>2024</risdate><volume>32</volume><issue>12</issue><spage>21400</spage><epage>21411</epage><pages>21400-21411</pages><issn>1094-4087</issn><eissn>1094-4087</eissn><abstract>Multi-mode multiplexing optical interconnection (MMOI) has been widely used as a new technology that can significantly expand communication bandwidth. However, the constant-on state of each channel in the existing MMOI systems leads to serious interference for receivers when extracting and processing information, necessitating introducing real-time selective-on function for each channel in MMOI systems. To achieve this goal, combining several practical requirements, we propose a real-time selective mode switch based on phase-change materials, which can individually tune the passing/blocking of different modes in the bus waveguide. We utilize our proposed particle swarm optimization algorithm with embedded neural network surrogate models (NN-in-PSO) to design this mode switch. The proposed NN-in-PSO significantly reduces the optimization cost, enabling multi-dimensional simultaneous optimization. The resulting mode switch offers several advantages, including ultra-compactness, rapid tuning, nonvolatility, and large extinction ratio. Then, we demonstrate the real-time channel selection function by integrating the mode switch into the MMOI system. Finally, we prove the fabricating robustness of the proposed mode switch, which paves the way for its large-scale application.</abstract><cop>United States</cop><pmid>38859494</pmid><doi>10.1364/OE.521562</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-1548-3637</orcidid><orcidid>https://orcid.org/0000-0002-6946-4239</orcidid><orcidid>https://orcid.org/0000-0002-9388-8752</orcidid><orcidid>https://orcid.org/0009-0003-5990-6931</orcidid><orcidid>https://orcid.org/0000-0002-6052-8857</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1094-4087
ispartof Optics express, 2024-06, Vol.32 (12), p.21400-21411
issn 1094-4087
1094-4087
language eng
recordid cdi_proquest_miscellaneous_3066789292
source DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
title Real-time channel selection in multi-mode multiplexing optical interconnection implemented by hybrid algorithm and material system
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-03T04%3A28%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Real-time%20channel%20selection%20in%20multi-mode%20multiplexing%20optical%20interconnection%20implemented%20by%20hybrid%20algorithm%20and%20material%20system&rft.jtitle=Optics%20express&rft.au=Du,%20Te&rft.date=2024-06-03&rft.volume=32&rft.issue=12&rft.spage=21400&rft.epage=21411&rft.pages=21400-21411&rft.issn=1094-4087&rft.eissn=1094-4087&rft_id=info:doi/10.1364/OE.521562&rft_dat=%3Cproquest_cross%3E3066789292%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3066789292&rft_id=info:pmid/38859494&rfr_iscdi=true