Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network

This article was published in the International Journal of Communication Networks and Distributed Systems [ © 2012 Inderscience Enterprises Ltd. ] and the definite version is available at :http://dx.doi.org/10.1504/IJCNDS.2012.046362. The Journal's website is at: http://www.inderscience.com/off...

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Hauptverfasser:	Kaiser, Moritz Shamim, Ahmed, Kazi Mohiuddin
Weitere Verfasser:	Department of Mathematics and Natural Sciences, BRAC University
Format:	Artikel
Sprache:	English
Veröffentlicht:	© 2012 Inderscience Enterprises 2016
Schlagworte:	CCN Cognitive cooperative network Distributed systems Hand-off HO M-ANFIS Mamdani-adaptive neuro-fuzzy inference system Neuro-fuzzy Spectrum access
Online Zugang:	http://hdl.handle.net/10361/7193 http://dx.doi.org/10.1504/IJCNDS.2012.046362

id	10361-7193
record_format	dspace
spelling	10361-71932016-12-11T14:03:51Z Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network Kaiser, Moritz Shamim Ahmed, Kazi Mohiuddin Department of Mathematics and Natural Sciences, BRAC University CCN Cognitive cooperative network Distributed systems Hand-off HO M-ANFIS Mamdani-adaptive neuro-fuzzy inference system Neuro-fuzzy Spectrum access This article was published in the International Journal of Communication Networks and Distributed Systems [ © 2012 Inderscience Enterprises Ltd. ] and the definite version is available at :http://dx.doi.org/10.1504/IJCNDS.2012.046362. The Journal's website is at: http://www.inderscience.com/offer.php?id=46362 This paper investigates neuro-fuzzy (NF)-based opportunistic spectrum access and spectrum hand-off (HO) for a cognitive cooperative network (CCN). The main aim is to increase the average throughput of the CCN. Secondary users (SUs) in the CCN are scheduled using α-proportional scheduling. The NF α-based algorithm enables each SU to determine the most appropriate channel for its data transmission. SUs keep their transmission power below the interference temperature through power control and do not interfere with the normal operation of primary radio network (PRN). If the quality of service (QoS) of the SU is not obtained, a HO occurs. Mamdani-adaptive neuro-fuzzy inference system (M-ANFIS) is used to construct spectrum access and HO controllers. The proposed algorithm is compared with the existing algorithms. Performance evaluations clearly reveal that the outage probability is reduced and average throughput of the CCN isincreased. Published 2016-12-11T13:24:26Z 2016-12-11T13:24:26Z 2012-04 Article Kaiser, M. S., & Ahmed, K. M. (2012). Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network. International Journal of Communication Networks and Distributed Systems, 8(3-4), 286-306. doi:10.1504/IJCNDS.2012.046362 17543916 http://hdl.handle.net/10361/7193 http://dx.doi.org/10.1504/IJCNDS.2012.046362 en http://www.inderscience.com/offer.php?id=46362 © 2012 Inderscience Enterprises
institution	Brac University
collection	Institutional Repository
language	English
topic	CCN Cognitive cooperative network Distributed systems Hand-off HO M-ANFIS Mamdani-adaptive neuro-fuzzy inference system Neuro-fuzzy Spectrum access
spellingShingle	CCN Cognitive cooperative network Distributed systems Hand-off HO M-ANFIS Mamdani-adaptive neuro-fuzzy inference system Neuro-fuzzy Spectrum access Kaiser, Moritz Shamim Ahmed, Kazi Mohiuddin Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
description	This article was published in the International Journal of Communication Networks and Distributed Systems [ © 2012 Inderscience Enterprises Ltd. ] and the definite version is available at :http://dx.doi.org/10.1504/IJCNDS.2012.046362. The Journal's website is at: http://www.inderscience.com/offer.php?id=46362
author2	Department of Mathematics and Natural Sciences, BRAC University
author_facet	Department of Mathematics and Natural Sciences, BRAC University Kaiser, Moritz Shamim Ahmed, Kazi Mohiuddin
format	Article
author	Kaiser, Moritz Shamim Ahmed, Kazi Mohiuddin
author_sort	Kaiser, Moritz Shamim
title	Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
title_short	Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
title_full	Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
title_fullStr	Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
title_full_unstemmed	Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
title_sort	neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
publisher	© 2012 Inderscience Enterprises
publishDate	2016
url	http://hdl.handle.net/10361/7193 http://dx.doi.org/10.1504/IJCNDS.2012.046362
work_keys_str_mv	AT kaisermoritzshamim neurofuzzybasedhandoffandopportunisticspectrumaccessforcognitivecooperativenetwork AT ahmedkazimohiuddin neurofuzzybasedhandoffandopportunisticspectrumaccessforcognitivecooperativenetwork
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Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network

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