Loading…

On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems

An approximated channel model is proposed for direct signaling on the continuous spectrum of a nonlinear frequency division multiplexed (NFDM) communication system, describing the effect of noise and nonlinearity at the receiver. The optimal input distribution that maximizes the mutual information o...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on communications 2023-09, Vol.71 (9), p.1-1
Main Authors: Chen, Yu, Baniasadi, Mohammadamin, Safari, Majid
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3
cites cdi_FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3
container_end_page 1
container_issue 9
container_start_page 1
container_title IEEE transactions on communications
container_volume 71
creator Chen, Yu
Baniasadi, Mohammadamin
Safari, Majid
description An approximated channel model is proposed for direct signaling on the continuous spectrum of a nonlinear frequency division multiplexed (NFDM) communication system, describing the effect of noise and nonlinearity at the receiver. The optimal input distribution that maximizes the mutual information of the proposed approximated channel under the peak amplitude constraint is then studied. We present that, considering the input-dependency of the noise, the conventional amplitude-constrained constellation designs can be geometrically shaped to provide significant mutual information gains. However, it is observed that further probabilistic shaping and constellation size optimization can provide only limited additional gains beyond the best geometrically shaped benchmark scheme, i.e., 64 Amplitude Phase Shift Keying. Then, an approximated channel model that neglects the correlation between subcarriers is proposed for the matched filtered signaling system, based on which the input constellation is geometrically shaped. We demonstrate that although the inter-subcarrier interference in the filtered case is neglected in the channel model, the shaping of the matched filtered case can provide promising gains in mismatch capacity over the unfiltered scenario.
doi_str_mv 10.1109/TCOMM.2023.3285750
format article
fullrecord <record><control><sourceid>proquest_ieee_</sourceid><recordid>TN_cdi_ieee_primary_10149451</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10149451</ieee_id><sourcerecordid>2865090316</sourcerecordid><originalsourceid>FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3</originalsourceid><addsrcrecordid>eNpNkEtPwzAQhC0EEqXwBxAHS5xT1q8kPqJCAaklhxauVh4bcJUmwU4R_fe4tAdOq5XmG80MIdcMJoyBvltNs8ViwoGLieCpShSckBFTKo0gfKdkBKAhipMkPScX3q8BQIIQI_KetTTrB7vJm2ZHl595jxVd2o82bzytO0dfu7axLeaOzhx-bbEtd_TBfltvu5Yuts1g-wZ_AjSzBTq63PkBN_6SnNXBAa-Od0zeZo-r6XM0z55epvfzqBQShqgsVJUwjbGoMRVK8bSEUqs41TovQCVccxHntZRcYVFVvAJgaS0kL1BqHaMYk9uDb--6EM4PZt1t3T684WmsQmnB4qDiB1XpOu8d1qZ3obHbGQZmv5_528_s9zPH_QJ0c4AsIv4DmNRSMfELLqpsDg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2865090316</pqid></control><display><type>article</type><title>On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems</title><source>IEEE Electronic Library (IEL) Journals</source><creator>Chen, Yu ; Baniasadi, Mohammadamin ; Safari, Majid</creator><creatorcontrib>Chen, Yu ; Baniasadi, Mohammadamin ; Safari, Majid</creatorcontrib><description>An approximated channel model is proposed for direct signaling on the continuous spectrum of a nonlinear frequency division multiplexed (NFDM) communication system, describing the effect of noise and nonlinearity at the receiver. The optimal input distribution that maximizes the mutual information of the proposed approximated channel under the peak amplitude constraint is then studied. We present that, considering the input-dependency of the noise, the conventional amplitude-constrained constellation designs can be geometrically shaped to provide significant mutual information gains. However, it is observed that further probabilistic shaping and constellation size optimization can provide only limited additional gains beyond the best geometrically shaped benchmark scheme, i.e., 64 Amplitude Phase Shift Keying. Then, an approximated channel model that neglects the correlation between subcarriers is proposed for the matched filtered signaling system, based on which the input constellation is geometrically shaped. We demonstrate that although the inter-subcarrier interference in the filtered case is neglected in the channel model, the shaping of the matched filtered case can provide promising gains in mismatch capacity over the unfiltered scenario.</description><identifier>ISSN: 0090-6778</identifier><identifier>EISSN: 1558-0857</identifier><identifier>DOI: 10.1109/TCOMM.2023.3285750</identifier><identifier>CODEN: IECMBT</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Amplitudes ; Approximation ; Channel models ; Communications systems ; Constraints ; Continuous Spectrum ; Frequency division multiplexing ; Geometric Shaping ; Matched filters ; Multiplexing ; Nonlinear Frequency Division Multiplexing ; Nonlinearity ; Optical fiber amplifiers ; Optical fiber communication ; Optimization ; Phase shift keying ; Probabilistic logic ; Probabilistic Shaping ; Signalling systems ; Subcarriers ; Symbols</subject><ispartof>IEEE transactions on communications, 2023-09, Vol.71 (9), p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3</citedby><cites>FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3</cites><orcidid>0000-0001-5604-2590 ; 0000-0001-7977-8592 ; 0000-0001-7777-0052</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10149451$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,778,782,27907,27908,54779</link.rule.ids></links><search><creatorcontrib>Chen, Yu</creatorcontrib><creatorcontrib>Baniasadi, Mohammadamin</creatorcontrib><creatorcontrib>Safari, Majid</creatorcontrib><title>On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems</title><title>IEEE transactions on communications</title><addtitle>TCOMM</addtitle><description>An approximated channel model is proposed for direct signaling on the continuous spectrum of a nonlinear frequency division multiplexed (NFDM) communication system, describing the effect of noise and nonlinearity at the receiver. The optimal input distribution that maximizes the mutual information of the proposed approximated channel under the peak amplitude constraint is then studied. We present that, considering the input-dependency of the noise, the conventional amplitude-constrained constellation designs can be geometrically shaped to provide significant mutual information gains. However, it is observed that further probabilistic shaping and constellation size optimization can provide only limited additional gains beyond the best geometrically shaped benchmark scheme, i.e., 64 Amplitude Phase Shift Keying. Then, an approximated channel model that neglects the correlation between subcarriers is proposed for the matched filtered signaling system, based on which the input constellation is geometrically shaped. We demonstrate that although the inter-subcarrier interference in the filtered case is neglected in the channel model, the shaping of the matched filtered case can provide promising gains in mismatch capacity over the unfiltered scenario.</description><subject>Amplitudes</subject><subject>Approximation</subject><subject>Channel models</subject><subject>Communications systems</subject><subject>Constraints</subject><subject>Continuous Spectrum</subject><subject>Frequency division multiplexing</subject><subject>Geometric Shaping</subject><subject>Matched filters</subject><subject>Multiplexing</subject><subject>Nonlinear Frequency Division Multiplexing</subject><subject>Nonlinearity</subject><subject>Optical fiber amplifiers</subject><subject>Optical fiber communication</subject><subject>Optimization</subject><subject>Phase shift keying</subject><subject>Probabilistic logic</subject><subject>Probabilistic Shaping</subject><subject>Signalling systems</subject><subject>Subcarriers</subject><subject>Symbols</subject><issn>0090-6778</issn><issn>1558-0857</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpNkEtPwzAQhC0EEqXwBxAHS5xT1q8kPqJCAaklhxauVh4bcJUmwU4R_fe4tAdOq5XmG80MIdcMJoyBvltNs8ViwoGLieCpShSckBFTKo0gfKdkBKAhipMkPScX3q8BQIIQI_KetTTrB7vJm2ZHl595jxVd2o82bzytO0dfu7axLeaOzhx-bbEtd_TBfltvu5Yuts1g-wZ_AjSzBTq63PkBN_6SnNXBAa-Od0zeZo-r6XM0z55epvfzqBQShqgsVJUwjbGoMRVK8bSEUqs41TovQCVccxHntZRcYVFVvAJgaS0kL1BqHaMYk9uDb--6EM4PZt1t3T684WmsQmnB4qDiB1XpOu8d1qZ3obHbGQZmv5_528_s9zPH_QJ0c4AsIv4DmNRSMfELLqpsDg</recordid><startdate>20230901</startdate><enddate>20230901</enddate><creator>Chen, Yu</creator><creator>Baniasadi, Mohammadamin</creator><creator>Safari, Majid</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-5604-2590</orcidid><orcidid>https://orcid.org/0000-0001-7977-8592</orcidid><orcidid>https://orcid.org/0000-0001-7777-0052</orcidid></search><sort><creationdate>20230901</creationdate><title>On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems</title><author>Chen, Yu ; Baniasadi, Mohammadamin ; Safari, Majid</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Amplitudes</topic><topic>Approximation</topic><topic>Channel models</topic><topic>Communications systems</topic><topic>Constraints</topic><topic>Continuous Spectrum</topic><topic>Frequency division multiplexing</topic><topic>Geometric Shaping</topic><topic>Matched filters</topic><topic>Multiplexing</topic><topic>Nonlinear Frequency Division Multiplexing</topic><topic>Nonlinearity</topic><topic>Optical fiber amplifiers</topic><topic>Optical fiber communication</topic><topic>Optimization</topic><topic>Phase shift keying</topic><topic>Probabilistic logic</topic><topic>Probabilistic Shaping</topic><topic>Signalling systems</topic><topic>Subcarriers</topic><topic>Symbols</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chen, Yu</creatorcontrib><creatorcontrib>Baniasadi, Mohammadamin</creatorcontrib><creatorcontrib>Safari, Majid</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE transactions on communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chen, Yu</au><au>Baniasadi, Mohammadamin</au><au>Safari, Majid</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems</atitle><jtitle>IEEE transactions on communications</jtitle><stitle>TCOMM</stitle><date>2023-09-01</date><risdate>2023</risdate><volume>71</volume><issue>9</issue><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>0090-6778</issn><eissn>1558-0857</eissn><coden>IECMBT</coden><abstract>An approximated channel model is proposed for direct signaling on the continuous spectrum of a nonlinear frequency division multiplexed (NFDM) communication system, describing the effect of noise and nonlinearity at the receiver. The optimal input distribution that maximizes the mutual information of the proposed approximated channel under the peak amplitude constraint is then studied. We present that, considering the input-dependency of the noise, the conventional amplitude-constrained constellation designs can be geometrically shaped to provide significant mutual information gains. However, it is observed that further probabilistic shaping and constellation size optimization can provide only limited additional gains beyond the best geometrically shaped benchmark scheme, i.e., 64 Amplitude Phase Shift Keying. Then, an approximated channel model that neglects the correlation between subcarriers is proposed for the matched filtered signaling system, based on which the input constellation is geometrically shaped. We demonstrate that although the inter-subcarrier interference in the filtered case is neglected in the channel model, the shaping of the matched filtered case can provide promising gains in mismatch capacity over the unfiltered scenario.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCOMM.2023.3285750</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0001-5604-2590</orcidid><orcidid>https://orcid.org/0000-0001-7977-8592</orcidid><orcidid>https://orcid.org/0000-0001-7777-0052</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0090-6778
ispartof IEEE transactions on communications, 2023-09, Vol.71 (9), p.1-1
issn 0090-6778
1558-0857
language eng
recordid cdi_ieee_primary_10149451
source IEEE Electronic Library (IEL) Journals
subjects Amplitudes
Approximation
Channel models
Communications systems
Constraints
Continuous Spectrum
Frequency division multiplexing
Geometric Shaping
Matched filters
Multiplexing
Nonlinear Frequency Division Multiplexing
Nonlinearity
Optical fiber amplifiers
Optical fiber communication
Optimization
Phase shift keying
Probabilistic logic
Probabilistic Shaping
Signalling systems
Subcarriers
Symbols
title On Optimally Shaped Signals for Nonlinear Frequency Division Multiplexed Fiber Systems
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-17T07%3A44%3A21IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_ieee_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=On%20Optimally%20Shaped%20Signals%20for%20Nonlinear%20Frequency%20Division%20Multiplexed%20Fiber%20Systems&rft.jtitle=IEEE%20transactions%20on%20communications&rft.au=Chen,%20Yu&rft.date=2023-09-01&rft.volume=71&rft.issue=9&rft.spage=1&rft.epage=1&rft.pages=1-1&rft.issn=0090-6778&rft.eissn=1558-0857&rft.coden=IECMBT&rft_id=info:doi/10.1109/TCOMM.2023.3285750&rft_dat=%3Cproquest_ieee_%3E2865090316%3C/proquest_ieee_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c340t-cb5d719e63fe835528c0c956899ab05729236af4425ebdd2d0018f342be4996e3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2865090316&rft_id=info:pmid/&rft_ieee_id=10149451&rfr_iscdi=true