On the Efficiency of Digital Back-Propagation for Mitigating SOA-Induced Nonlinear Impairments
We study the efficiency and numerical accuracy of two digital backpropagation schemes for post-compensating SOA-induced nonlinear impairments in the context of coherent receivers for advanced modulated formats. While the classical Runge-Kutta numerical techniques provide almost ideal post-compensati...
Gespeichert in:
| Veröffentlicht in: | Journal of lightwave technology Jg. 29; H. 21; S. 3331 - 3339 |
|---|---|
| Hauptverfasser: | , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
New York, NY
IEEE
01.11.2011
Institute of Electrical and Electronics Engineers |
| Schlagworte: | |
| ISSN: | 0733-8724, 1558-2213 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | We study the efficiency and numerical accuracy of two digital backpropagation schemes for post-compensating SOA-induced nonlinear impairments in the context of coherent receivers for advanced modulated formats. While the classical Runge-Kutta numerical techniques provide almost ideal post-compensation when the receiver sampling time tends to zero, this accuracy diminishes quickly as we approach realistic sampling times. At rates near Nyquist, despite much reduced complexity, our proposed digital filter back propagation technique outperforms Runge-Kutta techniques in terms of root mean square (rms) residual distortion. We quantify rms residual distortion for both methods as sampling time varies. We also examine bit error performance for 16-QAM, as well as the impact of SOA saturation level. We examine robustness to imperfect channel estimation. |
|---|---|
| AbstractList | We study the efficiency and numerical accuracy of two digital backpropagation schemes for post-compensating SOA-induced nonlinear impairments in the context of coherent receivers for advanced modulated formats. While the classical Runge-Kutta numerical techniques provide almost ideal post-compensation when the receiver sampling time tends to zero, this accuracy diminishes quickly as we approach realistic sampling times. At rates near Nyquist, despite much reduced complexity, our proposed digital filter back propagation technique outperforms Runge-Kutta techniques in terms of root mean square (rms) residual distortion. We quantify rms residual distortion for both methods as sampling time varies. We also examine bit error performance for 16-QAM, as well as the impact of SOA saturation level. We examine robustness to imperfect channel estimation. |
| Author | Ghazisaeidi, A. Rusch, L. A. |
| Author_xml | – sequence: 1 givenname: A. surname: Ghazisaeidi fullname: Ghazisaeidi, A. organization: Centre de Villarceaux, Alcatel-Lucent Bell-Labs., Nozay, France – sequence: 2 givenname: L. A. surname: Rusch fullname: Rusch, L. A. email: rusch@gel.ulaval.ca organization: Electr. & Comput. Eng. Dept., Univ. Laval, Quebec City, QC, Canada |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25429380$$DView record in Pascal Francis |
| BookMark | eNp9kDFPwzAQhS1UJNrCjsTihTHFjhPbGUspUFQoEmUlujh2MaROZIeh_55ELQwMTKeT3nt37xuhgaudRuickgmlJLt6WK4nMaF0ElOeZkweoSFNUxnFMWUDNCSCsUiKODlBoxA-CKFJIsUQva0cbt81nhtjldVO7XBt8I3d2BYqfA3qM3r2dQMbaG3tsKk9frSt7Ve3wS-rabRw5ZfSJX6qXWWdBo8X2was32rXhlN0bKAK-uwwx-j1dr6e3UfL1d1iNl1GKs5YGxmRdG8nRcIJL0ShqTZKCpYwxUX3Z5mKwmTACkkKyUoAVXBmgHIJMiVcSTZGl_vcBoKCynhwyoa88XYLfpfHadLdkaTT8b1O-ToEr02uuqJ9tdaDrXJK8p5m3tHMe5r5gWZnJH-MP9n_WC72Fqu1_pWnWZZxIdg3RkCBlw |
| CODEN | JLTEDG |
| CitedBy_id | crossref_primary_10_1109_LPT_2013_2287763 crossref_primary_10_1109_TCOMM_2014_2362534 crossref_primary_10_1088_1742_6596_584_1_012008 crossref_primary_10_1016_j_optcom_2019_124474 crossref_primary_10_1109_JLT_2017_2772223 crossref_primary_10_1109_JLT_2019_2894827 crossref_primary_10_1364_OE_561120 crossref_primary_10_1109_JLT_2019_2921864 crossref_primary_10_1109_JLT_2015_2436812 crossref_primary_10_1109_JSTQE_2012_2231405 crossref_primary_10_1109_JLT_2024_3522039 |
| Cites_doi | 10.1109/2944.658594 10.1109/JLT.2009.2036868 10.1049/el:19960343 10.1109/JLT.2010.2040135 10.1109/3.42059 10.1109/JLT.2009.2014787 10.1049/el:19980070 10.1364/OE.16.015759 10.1109/LPT.2004.826732 10.1109/JLT.2003.822144 10.1109/LPT.2004.823687 10.1007/b117713 10.1109/3.668775 10.1109/JLT.2003.819148 10.1109/JPHOT.2010.2068042 10.1364/OE.18.006270 10.1109/50.511594 10.1109/JQE.2005.843943 10.1109/CLEO.2006.4628112 10.1109/3.863960 10.1109/PHOTONICS.2010.5699042 10.1109/JQE.2007.914883 10.1109/LPT.2009.2015149 |
| ContentType | Journal Article |
| Copyright | 2015 INIST-CNRS |
| Copyright_xml | – notice: 2015 INIST-CNRS |
| DBID | 97E RIA RIE AAYXX CITATION IQODW |
| DOI | 10.1109/JLT.2011.2165938 |
| DatabaseName | IEEE Xplore (IEEE) IEEE All-Society Periodicals Package (ASPP) 1998–Present IEEE Electronic Library (IEL) CrossRef Pascal-Francis |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences Physics |
| EISSN | 1558-2213 |
| EndPage | 3339 |
| ExternalDocumentID | 25429380 10_1109_JLT_2011_2165938 5999677 |
| Genre | orig-research |
| GroupedDBID | -~X 0R~ 29K 4.4 5GY 5VS 6IK 85S 8SL 97E AAJGR AARMG AASAJ AAWJZ AAWTH ABAZT ABQJQ ABVLG ACBEA ACGFO ACGFS ACIWK AEDJG AENEX AGQYO AGSQL AHBIQ AKQYR ALMA_UNASSIGNED_HOLDINGS ATHME ATWAV AYPRP AZSQR BEFXN BFFAM BGNUA BKEBE BPEOZ CS3 D-I DSZJF DU5 EBS EJD HZ~ IFIPE IPLJI JAVBF LAI M43 O9- OCL OFLFD OPJBK P2P RIA RIE RNS ROS TN5 TR6 ZCA AAYXX AETIX AFFNX AI. AIBXA AKJIK ALLEH CITATION H~9 IBMZZ ICLAB IFJZH ROL VH1 IQODW RIG |
| ID | FETCH-LOGICAL-c293t-f742164b4606b7be1efc87343c67448d57bf9a3b80b83daacb63fa168a8506c83 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 24 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000296742900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0733-8724 |
| IngestDate | Mon Jul 21 09:16:44 EDT 2025 Sat Nov 29 06:13:34 EST 2025 Tue Nov 18 22:23:38 EST 2025 Tue Aug 26 17:17:41 EDT 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 21 |
| Keywords | Performance evaluation Backpropagation Parameter estimation Quadrature amplitude modulation SOA Bit error rate Saturation Receiver nonlinear impairments Runge Kutta method Coherent detection Semiconductor optical amplifiers Advanced modulation formats Backpropagation algorithm Digital filter Accuracy Channel estimation Robustness Sampling Root mean square value |
| Language | English |
| License | https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c293t-f742164b4606b7be1efc87343c67448d57bf9a3b80b83daacb63fa168a8506c83 |
| PageCount | 9 |
| ParticipantIDs | pascalfrancis_primary_25429380 crossref_primary_10_1109_JLT_2011_2165938 ieee_primary_5999677 crossref_citationtrail_10_1109_JLT_2011_2165938 |
| PublicationCentury | 2000 |
| PublicationDate | 2011-11-01 |
| PublicationDateYYYYMMDD | 2011-11-01 |
| PublicationDate_xml | – month: 11 year: 2011 text: 2011-11-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | New York, NY |
| PublicationPlace_xml | – name: New York, NY |
| PublicationTitle | Journal of lightwave technology |
| PublicationTitleAbbrev | JLT |
| PublicationYear | 2011 |
| Publisher | IEEE Institute of Electrical and Electronics Engineers |
| Publisher_xml | – name: IEEE – name: Institute of Electrical and Electronics Engineers |
| References | ref13 ref12 ref23 ref15 ref14 ref20 ref11 ref22 ref10 ref21 ref2 ref1 ref17 ref16 ref19 ref18 ref7 ref9 ref4 ref3 ref6 ref5 jeruchim (ref24) 2000 bonk (ref8) 2011 |
| References_xml | – ident: ref17 doi: 10.1109/2944.658594 – year: 2011 ident: ref8 article-title: Impact of alpha-factor on SOA dynamic range for 20 GBd BPSK, QPSK and 16-QAM signals publication-title: Proc OFC 2011 – ident: ref21 doi: 10.1109/JLT.2009.2036868 – ident: ref10 doi: 10.1049/el:19960343 – ident: ref18 doi: 10.1109/JLT.2010.2040135 – ident: ref16 doi: 10.1109/3.42059 – ident: ref14 doi: 10.1109/JLT.2009.2014787 – ident: ref13 doi: 10.1049/el:19980070 – ident: ref5 doi: 10.1364/OE.16.015759 – ident: ref2 doi: 10.1109/LPT.2004.826732 – ident: ref9 doi: 10.1109/JLT.2003.822144 – ident: ref1 doi: 10.1109/LPT.2004.823687 – year: 2000 ident: ref24 publication-title: Simulation of Communication Systems Modeling Methodology and Techniques doi: 10.1007/b117713 – ident: ref23 doi: 10.1109/3.668775 – ident: ref12 doi: 10.1109/JLT.2003.819148 – ident: ref20 doi: 10.1109/JPHOT.2010.2068042 – ident: ref7 doi: 10.1364/OE.18.006270 – ident: ref11 doi: 10.1109/50.511594 – ident: ref3 doi: 10.1109/JQE.2005.843943 – ident: ref4 doi: 10.1109/CLEO.2006.4628112 – ident: ref22 doi: 10.1109/3.863960 – ident: ref15 doi: 10.1109/PHOTONICS.2010.5699042 – ident: ref6 doi: 10.1109/JQE.2007.914883 – ident: ref19 doi: 10.1109/LPT.2009.2015149 |
| SSID | ssj0014487 |
| Score | 2.153823 |
| Snippet | We study the efficiency and numerical accuracy of two digital backpropagation schemes for post-compensating SOA-induced nonlinear impairments in the context of... |
| SourceID | pascalfrancis crossref ieee |
| SourceType | Index Database Enrichment Source Publisher |
| StartPage | 3331 |
| SubjectTerms | Advanced modulation formats Applied sciences Backpropagation Bit error rate Circuit properties coherent detection Detection, estimation, filtering, equalization, prediction Electric, optical and optoelectronic circuits Electronics Exact sciences and technology Information, signal and communications theory Integrated optics. Optical fibers and wave guides Mathematical model Modulation, demodulation nonlinear impairments Optical and optoelectronic circuits Optical noise Receivers Sampling, quantization Semiconductor optical amplifiers Signal and communications theory Signal to noise ratio Signal, noise SOA Telecommunications and information theory |
| Title | On the Efficiency of Digital Back-Propagation for Mitigating SOA-Induced Nonlinear Impairments |
| URI | https://ieeexplore.ieee.org/document/5999677 |
| Volume | 29 |
| WOSCitedRecordID | wos000296742900001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVIEE databaseName: IEEE Electronic Library (IEL) customDbUrl: eissn: 1558-2213 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0014487 issn: 0733-8724 databaseCode: RIE dateStart: 19830101 isFulltext: true titleUrlDefault: https://ieeexplore.ieee.org/ providerName: IEEE |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1bS8MwFD5MUfDFuzgvIw--CNa1Tdukj14mKjoHTtiTJUmTMZROuunv9yStRUEE31qSlJKv6TknJ-f7AI6kYTwSlrmVhtSL8oR7ws-Nh6YzDA02JUklNsH6fT4apYMWnDS1MFprd_hMn9pLl8vPp-rdbpV1Y-udM7YAC4wlVa1WkzHAMMOVRjNKcYWH0VdK0k-7t3fDiqszDJI4tZUo30yQ01SxJyLFDCfFVGoW30zM1dr_Xm4dVmtXkpxV2G9ASxebsFa7laRetLNNWHanPNVsC54fCoIOH-k53ghbdEmmhlxOxlY5hJwL9eINSoyixw4ugv4suZ9UJBzFmDw-nHlW6UPh0_sVw4YoyQ3-TyalK5Tbhqer3vDi2qsFFjyFVn7uGYyLMVySEUYxkkkdaKM4oxFVCcP5zGMmTSqo5L7kNBdCyYQaESRcWJ47xekOLBbTQu8CoUwxLVMa5DHaxTjgTDhBM_Q-U7yP2tD9mvNM1ezjVgTjNXNRiJ9miFJmUcpqlNpw3Ix4q5g3_ui7ZQFp-tVYtKHzA9amPbQqXZT7e7-P24cVt3XsSg4PYHFevutDWFIf88ms7Ljv7hN_UtNP |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LS8QwEB58ohff4vrMwYtg3bZpm_ToEx_rKriCJ0uSJsuidKW7-vudpLUoiOCtJUkp-ZrOTCbzfQD70jAeCcvcSkPqRXnCPeHnxkPTGYYGm5KkEptg3S5_ekrvJ-CwqYXRWrvDZ_rIXrpcfj5U73arrB1b75yxSZi2yll1tVaTM8BAwxVHM0pxjYfRV1LST9vXnV7F1hkGSZzaWpRvRsipqtgzkWKE02IqPYtvRuZi8X-vtwQLtTNJjiv0l2FCFyuwWDuWpF62oxWYdec81WgVnu8Kgi4fOXfMEbbskgwNORv0rXYIORHqxbsvMY7uO8AIerTkdlDRcBR98nB37FmtD4VP71YcG6IkV_hHGZSuVG4NHi_Oe6eXXi2x4Cm082PPYGSMAZOMMI6RTOpAG8UZjahKGM5nHjNpUkEl9yWnuRBKJtSIIOHCMt0pTtdhqhgWegMIZYppmdIgj9EyxgFnwkmaof-Z4n3UgvbXnGeq5h-3MhivmYtD_DRDlDKLUlaj1IKDZsRbxb3xR99VC0jTr8aiBbs_YG3aQ6vTRbm_-fu4PZi77N12ss5V92YL5t1GsitA3Iapcfmud2BGfYwHo3LXfYOfq-zWmA |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=On+the+Efficiency+of+Digital+Back-Propagation+for+Mitigating+SOA-Induced+Nonlinear+Impairments&rft.jtitle=Journal+of+lightwave+technology&rft.au=GHAZISAEIDI%2C+Amirhossein&rft.au=ANN+RUSCH%2C+Leslie&rft.date=2011-11-01&rft.pub=Institute+of+Electrical+and+Electronics+Engineers&rft.issn=0733-8724&rft.volume=29&rft.issue=21-24&rft.spage=3331&rft.epage=3339&rft_id=info:doi/10.1109%2FJLT.2011.2165938&rft.externalDBID=n%2Fa&rft.externalDocID=25429380 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0733-8724&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0733-8724&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0733-8724&client=summon |