A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms

Radio over Fiber (RoF) systems have been proposed as a promising solution for transmitting radiofrequency signals at high data rates over long distances. To reach data rates in the Gbps range, studies indicate using the W-Band (75 -110 GHz). However, in this frequency band, chromatic dispersion beco...

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Autores:
Granada Torres, Jhon James
Cárdenas Soto, Ana María
Guerrero González, Neil
Tipo de recurso:
Article of journal
Fecha de publicación:
2014
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/52541
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/52541
http://bdigital.unal.edu.co/46889/
Palabra clave:
dispersión cromática
monitoreo óptico
Radio sobre Fibra
Electrical Engineering
Electronic Engineering
telecommunications Engineering
Chromatic Dispersion
Optical Monitoring
Radio-over-Fiber
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_1f8d49eab1d100c360ef3e464341b6ff
oai_identifier_str oai:repositorio.unal.edu.co:unal/52541
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
dc.title.spa.fl_str_mv A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
title A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
spellingShingle A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
dispersión cromática
monitoreo óptico
Radio sobre Fibra
Electrical Engineering
Electronic Engineering
telecommunications Engineering
Chromatic Dispersion
Optical Monitoring
Radio-over-Fiber
title_short A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
title_full A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
title_fullStr A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
title_full_unstemmed A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
title_sort A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms
dc.creator.fl_str_mv Granada Torres, Jhon James
Cárdenas Soto, Ana María
Guerrero González, Neil
dc.contributor.author.spa.fl_str_mv Granada Torres, Jhon James
Cárdenas Soto, Ana María
Guerrero González, Neil
dc.subject.proposal.spa.fl_str_mv dispersión cromática
monitoreo óptico
Radio sobre Fibra
Electrical Engineering
Electronic Engineering
telecommunications Engineering
Chromatic Dispersion
Optical Monitoring
Radio-over-Fiber
topic dispersión cromática
monitoreo óptico
Radio sobre Fibra
Electrical Engineering
Electronic Engineering
telecommunications Engineering
Chromatic Dispersion
Optical Monitoring
Radio-over-Fiber
description Radio over Fiber (RoF) systems have been proposed as a promising solution for transmitting radiofrequency signals at high data rates over long distances. To reach data rates in the Gbps range, studies indicate using the W-Band (75 -110 GHz). However, in this frequency band, chromatic dispersion becomes an issue that increases the bit-error-rate. This paper presents a novel digital dispersion monitoring technique for RoF systems based on asynchronous histogram analysis. This method quantifies the intensity level of the distortion of a radiofrequency demodulated signal by a dispersion factor. This dispersion factor is calculated using an enhanced clustering ap-proach, which carries out a Gaussian fitting technique through the expectation-maximization algorithm. Dispersion monitoring was performed on radiofrequency transmission simulations using non-return-to-zero and binary phase-shift keying modulated signals over 80 km of optical fiber at 60, 75 and 100 GHz. The bit error rate is estimated and compared to the dispersion factor, showing that the behavior of the dispersion effects are not proportional to the increase of carrier frequency, bit rate and distances. This novel monitoring method can be used to estimate the feasibility of RoF systems for future hybrid networks under specific transmission parameters such as fiber length, modulation format, and carrier frequency.
publishDate 2014
dc.date.issued.spa.fl_str_mv 2014-11-21
dc.date.accessioned.spa.fl_str_mv 2019-06-29T14:42:32Z
dc.date.available.spa.fl_str_mv 2019-06-29T14:42:32Z
dc.type.spa.fl_str_mv Artículo de revista
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url https://repositorio.unal.edu.co/handle/unal/52541
http://bdigital.unal.edu.co/46889/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/ingeinv/article/view/42902
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e Investigación
Ingeniería e Investigación
dc.relation.ispartofseries.none.fl_str_mv Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 2248-8723 0120-5609
dc.relation.references.spa.fl_str_mv Granada Torres, Jhon James and Cárdenas Soto, Ana María and Guerrero González, Neil (2014) A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms. Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 2248-8723 0120-5609 .
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
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eu_rights_str_mv openAccess
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dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia - Facultad de Ingeniería
institution Universidad Nacional de Colombia
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Granada Torres, Jhon Jamesfa8be551-8e0d-4122-ae68-c9ba33a6fa3b300Cárdenas Soto, Ana Maríaa5be5c89-82d6-480f-ae39-26a9f632f15a300Guerrero González, Neil282d7ffe-5d12-4143-bf7e-7301323081bc3002019-06-29T14:42:32Z2019-06-29T14:42:32Z2014-11-21https://repositorio.unal.edu.co/handle/unal/52541http://bdigital.unal.edu.co/46889/Radio over Fiber (RoF) systems have been proposed as a promising solution for transmitting radiofrequency signals at high data rates over long distances. To reach data rates in the Gbps range, studies indicate using the W-Band (75 -110 GHz). However, in this frequency band, chromatic dispersion becomes an issue that increases the bit-error-rate. This paper presents a novel digital dispersion monitoring technique for RoF systems based on asynchronous histogram analysis. This method quantifies the intensity level of the distortion of a radiofrequency demodulated signal by a dispersion factor. This dispersion factor is calculated using an enhanced clustering ap-proach, which carries out a Gaussian fitting technique through the expectation-maximization algorithm. Dispersion monitoring was performed on radiofrequency transmission simulations using non-return-to-zero and binary phase-shift keying modulated signals over 80 km of optical fiber at 60, 75 and 100 GHz. The bit error rate is estimated and compared to the dispersion factor, showing that the behavior of the dispersion effects are not proportional to the increase of carrier frequency, bit rate and distances. This novel monitoring method can be used to estimate the feasibility of RoF systems for future hybrid networks under specific transmission parameters such as fiber length, modulation format, and carrier frequency.Los sistemas de Radio sobre Fibra (RoF), se proponen como una solución prometedora para transmitir señales de radiofrecuencia a altas tasas de transmisión y sobre largas distancias. Algunos estudios proponen el uso de frecuencias portadoras en la banda W (75 - 110 GHz), para lograr transmisiones en el rango de los Gbps. Sin embargo, en este rango de frecuencias la dispersión cromática, se convierte en uno de los principales factores para el incremento de la tasa de error del bit.Este artículo presenta un nuevo método de monitoreo de la dispersión, basado en histogramas asíncronos para sistemas de RoF. El método planteado cuantifica el nivel de distorsión de la señal de radiofrecuencia, mediante un valor adimensional llamado: factor de dispersión. Dicho factor, se calcula mediante una técnica de agrupamiento, la cual se lleva a cabo usando ajustamiento gaus-siano, mediante el algoritmo de máxima esperanza sobre histogramas asíncronos. El monitoreo de la dispersión se realiza sobre una plataforma de simulación, donde se transmiten las señales de radiofrecuencia, empleando modulación No retorno a cero (NRZ) y modulación binaria con desplazamiento de fase (BPSK), sobre 80 km de fibra óptica a 60, 75 y 100 GHz. Así, se estima la tasa de error de bit y se compara con el factor de dispersión; dónde se evidencia que los efectos de la dispersión no son proporcionales al incre-mento en la frecuencia de la portadora, la velocidad de transmisión y la distancia. El novedoso método de monitoreo, puede ser usado para estimar la viabilidad de los futuros sistemas de telecomunicaciones híbridos, basados en redes de fibra y bajo ciertos parámetros de transmisión tales como: la distancia, el formato de modulación y la frecuencia de la portadora.application/pdfspaUniversidad Nacional de Colombia - Facultad de Ingenieríahttp://revistas.unal.edu.co/index.php/ingeinv/article/view/42902Universidad Nacional de Colombia Revistas electrónicas UN Ingeniería e InvestigaciónIngeniería e InvestigaciónIngeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 2248-8723 0120-5609Granada Torres, Jhon James and Cárdenas Soto, Ana María and Guerrero González, Neil (2014) A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histograms. Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 Ingeniería e Investigación; Vol. 34, núm. 3 (2014); 76-80 2248-8723 0120-5609 .A novel dispersion monitoring technique in w-band radio-over-fiber signals using clustering on asynchronous histogramsArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTdispersión cromáticamonitoreo ópticoRadio sobre FibraElectrical EngineeringElectronic Engineeringtelecommunications EngineeringChromatic DispersionOptical MonitoringRadio-over-FiberORIGINAL42902-231282-5-PB.pdfapplication/pdf368431https://repositorio.unal.edu.co/bitstream/unal/52541/1/42902-231282-5-PB.pdfe5177561d1e9cd751e8019adb83c4df4MD5142902-198580-1-SP.pdfapplication/pdf1074556https://repositorio.unal.edu.co/bitstream/unal/52541/2/42902-198580-1-SP.pdff9008cb232fda00bd9b4072a6b9ca2dfMD52THUMBNAIL42902-231282-5-PB.pdf.jpg42902-231282-5-PB.pdf.jpgGenerated Thumbnailimage/jpeg8665https://repositorio.unal.edu.co/bitstream/unal/52541/3/42902-231282-5-PB.pdf.jpg85746b3512735e6865ef0772ff8e13baMD5342902-198580-1-SP.pdf.jpg42902-198580-1-SP.pdf.jpgGenerated Thumbnailimage/jpeg8349https://repositorio.unal.edu.co/bitstream/unal/52541/4/42902-198580-1-SP.pdf.jpg6903e5be1a058f32d35796f70e2e435dMD54unal/52541oai:repositorio.unal.edu.co:unal/525412023-02-25 23:05:35.337Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co