Energy-Based Collaborative Spectrum Sensing for Cognitive UWB Impulse Radio

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摘要 Thispaperfocusesontheissueofcollaborativespectrumsensingincognitiveultrawideband(CUWB)impulseradio.Weemployenergy-basedsignaldetectionmethodandapplytheNeyman-Pearson(NP)decisionruletodeterminetheoptimumthreshold.Twocooperativespectrumsensingschemesaredevelopedinthispaper.Thedecisionfusionschemeisbasedonharddecision,inwhicheachcooperatingcognitiveuser(CU)sendsitsownlocaldecisiontothefusioncenter(FC).TheFCthenmakesafinaldecisionaccordingtothemajorityvotingrule.Alternatively,thedatafusionschemeisbasedonsoftdecision,inwhicheachlocalCUsendsitsobservedvaluedirectlytotheFC.TheFCcombinesthesevalues,comparestoathresholdandthenmakesthefinaldecision.Theperformancesofbothschemesarestudiedbyusinganalyticaltoolsandcomputersimulations.Thereceiveroperatingcharacteristics(ROC),whichrevealtheprobabilityofdetectionversusfalse-alarmcurve,areemployedtoevaluatethesystemperformanceunderdifferentscenarios.SimulationresultsdemonstratethatthedatafusionschemeoutperformsthedecisionfusionschemeandverifythatthecollaborativespectrumsensinghaspracticalimportanceinCUWBnetworks.
机构地区 不详
出版日期 2015年02月12日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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