QoS provision in a dynamic channel allocation based on admission control decisions

Rattaro, Claudina - Aspirot, Laura - Mordecki, Ernesto - Belzarena, Pablo

Resumen:

Cognitive Radio Networks have emerged in the last decades as a solution of two problems: spectrum underutilization and spectrum scarcity. In this work, we propose a dynamic spectrum sharing mechanism, where primary users have strict priority over secondary ones in order to improve the mean spectrum utilization with the objective of providing to secondary users a satisfactory grade of service with a small interruption probability. We study a stochastic model for Cognitive Radio Networks with fluid limits techniques. Our main findings consist in a Gaussian limit theorem in the sub-critical case, and a non-Gaussian limit theorem, under a different scaling scheme, in the critical case. These results provide us practical QoS criteria for sharing policies. We support our analysis with representative simulated examples in both scenarios.


Detalles Bibliográficos
2020
Mathematics of computing
Probability and statistics
Networks
Network performance evaluation
Network properties
Network dynamics
Network performance analysis
Cognitive radio networks
QoS
Fluid limits
Asymptotic distribution
Inglés
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/23471
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
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author Rattaro, Claudina
author2 Aspirot, Laura
Mordecki, Ernesto
Belzarena, Pablo
author2_role author
author
author
author_facet Rattaro, Claudina
Aspirot, Laura
Mordecki, Ernesto
Belzarena, Pablo
author_role author
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collection COLIBRI
dc.contributor.filiacion.none.fl_str_mv Rattaro Claudina, Universidad de la República (Uruguay). Facultad de Ingeniería.
Aspirot Laura, Universidad de la República (Uruguay). Facultad de Ciencias Económicas.
Mordecki Ernesto, Universidad de la República (Uruguay). Facultad de Ciencias.
Belzarena Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.creator.none.fl_str_mv Rattaro, Claudina
Aspirot, Laura
Mordecki, Ernesto
Belzarena, Pablo
dc.date.accessioned.none.fl_str_mv 2020-04-02T22:21:52Z
dc.date.available.none.fl_str_mv 2020-04-02T22:21:52Z
dc.date.issued.none.fl_str_mv 2020
dc.description.abstract.none.fl_txt_mv Cognitive Radio Networks have emerged in the last decades as a solution of two problems: spectrum underutilization and spectrum scarcity. In this work, we propose a dynamic spectrum sharing mechanism, where primary users have strict priority over secondary ones in order to improve the mean spectrum utilization with the objective of providing to secondary users a satisfactory grade of service with a small interruption probability. We study a stochastic model for Cognitive Radio Networks with fluid limits techniques. Our main findings consist in a Gaussian limit theorem in the sub-critical case, and a non-Gaussian limit theorem, under a different scaling scheme, in the critical case. These results provide us practical QoS criteria for sharing policies. We support our analysis with representative simulated examples in both scenarios.
dc.description.es.fl_txt_mv El PDF se corresponde a la versión de los autores, no obstante los datos de la cita son los de la versión definitiva, tal cual figuran en la página web de la revista.
Postprint
dc.format.extent.es.fl_str_mv 30 p.
dc.format.mimetype.es.fl_str_mv application/pdf
dc.identifier.citation.es.fl_str_mv Rattaro, C, Aspirot, L, Mordecki, E y otros. "QoS provision in a dynamic channel allocation based on admission control decisions". ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS). [en línea] 2020 Volume 5, Number 1, page 1--29- Feb. 30 p. doi 10.1145/3372786
dc.identifier.doi.none.fl_str_mv 10.1145/3372786
dc.identifier.eissn.none.fl_str_mv 2376-3647
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12008/23471
dc.language.iso.none.fl_str_mv en_US
eng
dc.publisher.es.fl_str_mv ACM
dc.relation.isformatof.es.fl_str_mv Impreso
dc.relation.ispartof.es.fl_str_mv ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS), Volume 5, Number 1, page 1--29- Feb.
dc.rights.license.none.fl_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.es.fl_str_mv Mathematics of computing
Probability and statistics
Networks
Network performance evaluation
Network properties
Network dynamics
Network performance analysis
Cognitive radio networks
QoS
Fluid limits
Asymptotic distribution
dc.title.none.fl_str_mv QoS provision in a dynamic channel allocation based on admission control decisions
dc.type.es.fl_str_mv Artículo
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.version.none.fl_str_mv info:eu-repo/semantics/publishedVersion
description El PDF se corresponde a la versión de los autores, no obstante los datos de la cita son los de la versión definitiva, tal cual figuran en la página web de la revista.
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identifier_str_mv Rattaro, C, Aspirot, L, Mordecki, E y otros. "QoS provision in a dynamic channel allocation based on admission control decisions". ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS). [en línea] 2020 Volume 5, Number 1, page 1--29- Feb. 30 p. doi 10.1145/3372786
10.1145/3372786
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publishDate 2020
reponame_str COLIBRI
repository.mail.fl_str_mv mabel.seroubian@seciu.edu.uy
repository.name.fl_str_mv COLIBRI - Universidad de la República
repository_id_str 4771
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
spelling Rattaro Claudina, Universidad de la República (Uruguay). Facultad de Ingeniería.Aspirot Laura, Universidad de la República (Uruguay). Facultad de Ciencias Económicas.Mordecki Ernesto, Universidad de la República (Uruguay). Facultad de Ciencias.Belzarena Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.2020-04-02T22:21:52Z2020-04-02T22:21:52Z2020Rattaro, C, Aspirot, L, Mordecki, E y otros. "QoS provision in a dynamic channel allocation based on admission control decisions". ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS). [en línea] 2020 Volume 5, Number 1, page 1--29- Feb. 30 p. doi 10.1145/3372786https://hdl.handle.net/20.500.12008/2347110.1145/33727862376-3647El PDF se corresponde a la versión de los autores, no obstante los datos de la cita son los de la versión definitiva, tal cual figuran en la página web de la revista.PostprintCognitive Radio Networks have emerged in the last decades as a solution of two problems: spectrum underutilization and spectrum scarcity. In this work, we propose a dynamic spectrum sharing mechanism, where primary users have strict priority over secondary ones in order to improve the mean spectrum utilization with the objective of providing to secondary users a satisfactory grade of service with a small interruption probability. We study a stochastic model for Cognitive Radio Networks with fluid limits techniques. Our main findings consist in a Gaussian limit theorem in the sub-critical case, and a non-Gaussian limit theorem, under a different scaling scheme, in the critical case. These results provide us practical QoS criteria for sharing policies. We support our analysis with representative simulated examples in both scenarios.Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2020-04-02T08:27:34Z No. of bitstreams: 2 license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) RAMB20.pdf: 1693870 bytes, checksum: 7fe63a8443c2c1caa3147a8746c2bbd3 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2020-04-02T20:32:39Z (GMT) No. of bitstreams: 2 license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) RAMB20.pdf: 1693870 bytes, checksum: 7fe63a8443c2c1caa3147a8746c2bbd3 (MD5)Made available in DSpace by Seroubian Mabel (mabel.seroubian@seciu.edu.uy) on 2020-04-02T22:21:52Z (GMT). No. of bitstreams: 2 license_rdf: 23148 bytes, checksum: 9da0b6dfac957114c6a7714714b86306 (MD5) RAMB20.pdf: 1693870 bytes, checksum: 7fe63a8443c2c1caa3147a8746c2bbd3 (MD5) Previous issue date: 202030 p.application/pdfen_USengACMImpresoACM Transactions on Modeling and Performance Evaluation of Computing Systems (ToMPECS), Volume 5, Number 1, page 1--29- Feb.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)Mathematics of computingProbability and statisticsNetworksNetwork performance evaluationNetwork propertiesNetwork dynamicsNetwork performance analysisCognitive radio networksQoSFluid limitsAsymptotic distributionQoS provision in a dynamic channel allocation based on admission control decisionsArtículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaRattaro, ClaudinaAspirot, LauraMordecki, ErnestoBelzarena, PabloTelecomunicacionesAnálisis de Redes, Tráfico y Estadísticas de ServiciosLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/23471/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; 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spellingShingle QoS provision in a dynamic channel allocation based on admission control decisions
Rattaro, Claudina
Mathematics of computing
Probability and statistics
Networks
Network performance evaluation
Network properties
Network dynamics
Network performance analysis
Cognitive radio networks
QoS
Fluid limits
Asymptotic distribution
status_str publishedVersion
title QoS provision in a dynamic channel allocation based on admission control decisions
title_full QoS provision in a dynamic channel allocation based on admission control decisions
title_fullStr QoS provision in a dynamic channel allocation based on admission control decisions
title_full_unstemmed QoS provision in a dynamic channel allocation based on admission control decisions
title_short QoS provision in a dynamic channel allocation based on admission control decisions
title_sort QoS provision in a dynamic channel allocation based on admission control decisions
topic Mathematics of computing
Probability and statistics
Networks
Network performance evaluation
Network properties
Network dynamics
Network performance analysis
Cognitive radio networks
QoS
Fluid limits
Asymptotic distribution
url https://hdl.handle.net/20.500.12008/23471