2012
DOI: 10.1186/1687-1499-2012-26
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Decision making for cognitive radio equipment: analysis of the first 10 years of exploration

Abstract: This article draws a general retrospective view on the first 10 years of cognitive radio (CR). More specifically, we explore in this article decision making and learning for CR from an equipment perspective. Thus, this article depicts the main decision making problems addressed by the community as general dynamic configuration adaptation (DCA) problems and discuss the suggested solution proposed in the literature to tackle them. Within this framework dynamic spectrum management is briefly introduced as a speci… Show more

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Cited by 48 publications
(34 citation statements)
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References 48 publications
(69 reference statements)
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“…The sensed channels kj varies from 1 to 10 in all the three approaches. As can be seen, the best performance in terms of data rate occurred when kj = 4 which coordinates to equation (5) in all the three approaches. Hence, application of multiple antennas based modified approach is correct and applicable to improve the connectivity of CR VANETs.…”
Section: Let F(k ) = Ua[aln K + 1 ]mentioning
confidence: 90%
See 1 more Smart Citation
“…The sensed channels kj varies from 1 to 10 in all the three approaches. As can be seen, the best performance in terms of data rate occurred when kj = 4 which coordinates to equation (5) in all the three approaches. Hence, application of multiple antennas based modified approach is correct and applicable to improve the connectivity of CR VANETs.…”
Section: Let F(k ) = Ua[aln K + 1 ]mentioning
confidence: 90%
“…This produces the large gap between current increased demand of extra spectrum bands and fixed spectrum allocation policy. To overcome this gap, FCC has suggested to use the underutilized spectrums and spectrum portions which are not in use called vacant spectrum bands or white spaces [3], [4], [5], [6]. This generates the new area of research and development of Cognitive Radio Networks (CRNs) technology which is a key enabling technology that uses underutilized spectrum bands [7], [8].…”
Section: Introductionmentioning
confidence: 99%
“…FCC has allowed secondary user, called CR to access primary user (PU)'s underutilised licensed spectrum bands. Hence, the dynamic usage of underutilised spectrum improves communication efficiency (Bezabih et al, 2012;Jouini et al, 2012;Stevenson et al, 2009;Wang and Liu, 2011;Zhang et al, 2015;Zhang and Zheng, 2010). The dynamic usage of underutilised spectrum can be done by spectrum handoff decision (Akyildiz et al, 2008(Akyildiz et al, , 2009.…”
Section: Introductionmentioning
confidence: 99%
“…Spectrum Analysis 3. Spectrum Decision making The Cognitive Cycle is introduced by Haykin is presented in [2] in Cognitive Radio. The Cognitive Radio Network has two types of user's, Primary user which is also known as licensed user which has the highest priority over the specific spectrum, while Secondary user which is unlicensed user has the lowest priority over the spectrum.…”
Section: Introductionmentioning
confidence: 99%