An ANFIS based method for design optimization of soliton links using lumped EDFA repeaters
In this paper, an adaptive neuro-fuzzy inference system (ANFIS), based method is used to optimize the design of soliton links. An ANFIS is trained using data obtained from mathematical models by numerical simulations. The performance improvements in terms of the transmission distance, bit rate, ampl...
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| creator | Vijayakumar, N. Nair, N.S. |
| description | In this paper, an adaptive neuro-fuzzy inference system (ANFIS), based method is used to optimize the design of soliton links. An ANFIS is trained using data obtained from mathematical models by numerical simulations. The performance improvements in terms of the transmission distance, bit rate, amplifier spacing and bit error rate are considered. Using the ANFIS based model, the performance of links with non-uniform repeater spacing is also analyzed. This is often necessary because a performance improvement always demand the deployment of new amplifiers without distributing existing ones. The proposed model reduces the computational time and complexity with a mean square error of 1times10 -4. |
| doi_str_mv | 10.1109/ICCCE.2008.4580666 |
| format | Conference Proceeding |
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The proposed model reduces the computational time and complexity with a mean square error of 1times10 -4.</description><subject>Adaptive systems</subject><subject>Bit error rate</subject><subject>Bit rate</subject><subject>Design optimization</subject><subject>Erbium-doped fiber amplifier</subject><subject>Mathematical model</subject><subject>Numerical simulation</subject><subject>Performance analysis</subject><subject>Repeaters</subject><subject>Solitons</subject><isbn>9781424416912</isbn><isbn>1424416914</isbn><isbn>1424416922</isbn><isbn>9781424416929</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2008</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNo1kLtOxDAURI3QSkDID0DjH0jwK7ZTRiGBSCsogIZm5ayvF0NeirMFfD2RWKaZOdLcWwxCN5SklJL8rinLskoZIToVmSZSyjN0RQUTgsqcsXMU50r_M2UbFK1dlXOZcJVfoDiET7JKZFwQconeiwEXT3XzglsTwOIelo_RYjfO2ELwhwGP0-J7_2MWP67gcBg7v6yx88NXwMfghwPujv20Hlf3dYFnmMAsMIdrtHGmCxCfPEJvdfVaPibb54emLLaJpypbEtrazO0J1blxIFrriFOZ0IrvGReOWamdZUzYjDstNRHSgFArKTDgLLQ8Qrd_fz0A7KbZ92b-3p3G4b-IUlZR</recordid><startdate>200805</startdate><enddate>200805</enddate><creator>Vijayakumar, N.</creator><creator>Nair, N.S.</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>200805</creationdate><title>An ANFIS based method for design optimization of soliton links using lumped EDFA repeaters</title><author>Vijayakumar, N. ; Nair, N.S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-1bd5fc0189afe4bdf0f754873c234f2d68fd224d53f868046ae47d537eaefdeb3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2008</creationdate><topic>Adaptive systems</topic><topic>Bit error rate</topic><topic>Bit rate</topic><topic>Design optimization</topic><topic>Erbium-doped fiber amplifier</topic><topic>Mathematical model</topic><topic>Numerical simulation</topic><topic>Performance analysis</topic><topic>Repeaters</topic><topic>Solitons</topic><toplevel>online_resources</toplevel><creatorcontrib>Vijayakumar, N.</creatorcontrib><creatorcontrib>Nair, N.S.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Vijayakumar, N.</au><au>Nair, N.S.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>An ANFIS based method for design optimization of soliton links using lumped EDFA repeaters</atitle><btitle>2008 International Conference on Computer and Communication Engineering</btitle><stitle>ICCCE</stitle><date>2008-05</date><risdate>2008</risdate><spage>560</spage><epage>564</epage><pages>560-564</pages><isbn>9781424416912</isbn><isbn>1424416914</isbn><eisbn>1424416922</eisbn><eisbn>9781424416929</eisbn><abstract>In this paper, an adaptive neuro-fuzzy inference system (ANFIS), based method is used to optimize the design of soliton links. An ANFIS is trained using data obtained from mathematical models by numerical simulations. The performance improvements in terms of the transmission distance, bit rate, amplifier spacing and bit error rate are considered. Using the ANFIS based model, the performance of links with non-uniform repeater spacing is also analyzed. This is often necessary because a performance improvement always demand the deployment of new amplifiers without distributing existing ones. The proposed model reduces the computational time and complexity with a mean square error of 1times10 -4.</abstract><pub>IEEE</pub><doi>10.1109/ICCCE.2008.4580666</doi><tpages>5</tpages></addata></record> |
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| subjects | Adaptive systems Bit error rate Bit rate Design optimization Erbium-doped fiber amplifier Mathematical model Numerical simulation Performance analysis Repeaters Solitons |
| title | An ANFIS based method for design optimization of soliton links using lumped EDFA repeaters |
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