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Intelligent wireless communicationIntelligent wireless communication
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Outline
Why Cognitive Radio?
Objective
Motivation: Spectrum Scarcity
Whatis Cognitive Radio (CR) System
Key Challenges Basiccognitiveradio cycle
Licenses of SpectrumBand
CR Network Architecture
Licensed band
Unlicensed Band
IEEE 802.22 Cognitive Radio Main functions
Spectrum handoverin CR
Operation of conventionalspectrumhandover
Frequency v/s path loss
Frequency v/snormalized cellcoverage
Cognitive Radio SystemModel
Okumura-Hata Model
Equations for path loss Proposed spectrum handoverscheme
and operation
Performanceevaluation
Cell outageProbability
Totalno of handover
Advantage of proposed scheme
Conclusion
References
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Lack of RFspectrumband to meettheevermounting demand to meetisthe driving factor
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Highly reliablecommunicationwhenever andwherever needed
Effectiveutilization of radio spectrum
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Spectrum Utility
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Incognitiveradio systemtransreceiver adaptssurroundingenvironment and reconfiguresitself by changing itsinternal operatingparameters (e.g. transmitting power,carrier frequency ,modulationstrategy) inrealtimewith theknowledge of itsusers priorities andneeds.
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Analyze
Decide
Act
Sense
The Cognitive Radio ApproachThe Cognitive Radio Approach
Thecognitiveradio carries a level ofcognition orintelligencethat permitsdecision-making and learned patterns ofbehavior.
It detectswhether a particularsegment oftheradio spectrumiscurrently inuse andtojump into (or out of) thetemporarily-unused spectrumvery rapidly withoutinterfering with thetransmissions of other
users.
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Physical Architecture:Physical Architecture: An accurate detection of weaksignals of licensed
users over a widespectrumrange.
Implementation of RFwideband from-end and A/Dconverter (multi-GHzspeed)
ReRe--configurability:configurability: Adjusting operating parameters:
Operating frequency
Modulation
Transmission power
Communicationtechnology
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Cognitive capability:Cognitive capability:
Spectrumsensing (detecting spectrum holes)
Spectrum analysis/decision (determining data rates,
transmissionrate, and modes) Spectrummobility (if thecurrentspectrumband inuse
becomeunavailable)
Spectrumsharing (providing fairspectrumscheduling
among coexisting CR users)
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Thecognitive processstartswith the passivesensing of RF stimuliand culminateswith action.
There arethree tasks which cognitiveradio performs:1) Radio-scene analysis (carried outinthereceiver)
estimation of interferencetemperature of theradio environment detection of spectrum holes and fairsharing of itwithout harmful
interferencewith otherusers.
2) Channel identification (carried outinthereceiver) estimation of channel-stateinformation prediction of channelcapacity foruseby thetransmitter
3)Transmit-power control and dynamic spectrummanagement(carried outinthetransmitter) dynamic spectrummanagement allowstheradio terminalsto operatein
thebest available frequency band maintainsseamlesscommunicationrequirements during thetransitionto
betterspectrum
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Depending onthe parts of thespectrum availableforcognitiveradio,itis divided into
Licensed Band Cognitive Radio:
licensed band such as U-NII band or ISMband. The IEEE 802.22 working group is developing a standard
forwirelessregional area network (WRAN) which willoperateinunused televisionchannels
U
nlicensed Band Cognitive Radio: which can only utilizeunlicensed parts of radio frequency
spectrum.
Fore.g.,coexistence of IEEE 802.11 and Bluetooth.
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On licensed bandOn licensed band
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On unlicensed bandOn unlicensed band
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Spectrum sensingSpectrum sensing Detecting unused spectrum
Spectrum managementSpectrum management Capturing thebest availablespectrum
Spectrum analysis Interference/Path loss Linkerrors/delay Channel holding time
Spectrum decision Decisionmodel Multi-band decision
Spectrum mobilitySpectrum mobility Maintaining seamlesscommunication during thespectrum
transition Spectrum handoff
Spectrum sharingSpectrum sharing Providing fairspectrumscheduling method
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In cognitive radio system spectrum handoveroccurs when a secondary use changes frequencydue to the appearance o f a primary user.
If spectrum handover is from high to lowfrequency than cell coverage area is expanded & ifit is from low to high frequency than cell outageoccurs.
Spectrum handover may result in
degraded system performance because of the differentpropagation loss or path loss of the different frequency.
cell outage which in turn disruption of service.
redundant intercell handover.
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High frequenciessuffer fromlarge path lossand incase of low frequencies, path lossisrelatively small.
Path losscanbe formulated from followingequation.
Path loss(dB)=20log F + 20log D +32.5
where,F= frequency inMHzD=distanceinKm
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According to equation of path losswecanseethat for higher frequenciescellcoverage area isreduced.
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Applicable to/under conditions:
Multicellcognitiveradio system
Each basestation (BS) canuse a differentfrequency based onspectrumsensing tominimizetheinterference.
Systemmodelisbased onOkumura-Hata
model and itis applicableto thetransmissionsinsidecities.
Thismodelissuited forboth point-to-pointand broadcasttransmissions.
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Mostwidely used model forradio frequencypropagation for predicting thebehavior ofcellulartransmissioninbuiltup areas.
Thismodel Includestheeffects of diffraction,reflection and scattering caused by citystructures.
Hata Model predictsthetotal path loss along alink of terrestrialmicrowave or othertype ofcellularcommunications.
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Where,
LU = Path lossin Urban Areasin dB
hB = Height of basestation antenna inm (valid 30 to 200 m)
hM = Height of mobilestation antenna inm (valid 1 to 10 m)
f = Frequency of TransmissioninMHz (valid 150 to 1,000 MHz)
CH = Antenna heightcorrection factord = Distancebetweenthebase and mobilestationsinkm (valid 1 to20 km)
K0 = 0 forurban area
= 3 dB for denseurban area
K1 =69.55 for frequency range 150 f 1000 MHz=46.3 for frequency range 1500 f 2000 MHz
K2 =26.16 for frequency range 150 f 1000 MHz
=33.9 for frequency range 1500 f 2000 MHz
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(1)Enforcing condition of intercell handover:
(Low to high frequency case)
Where,f = original frequency of theserving BS
fi = the frequency of a neighborBS indexed by i
th1 = threshold fortriggering intercell handover
th2 = threshold for determining intercell handover = SNR
Intercell handovercanbeenforced beforechanging the frequency to avoid cell outage.
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(2)Stopping condition of intercellhandover:(High to low frequency case)
Where,f = original frequency of theserving BS
fi = the frequency of a neighborBS indexed by i.
th1 = threshold fortriggering intercell handover
th2 = threshold for determining intercell handover = SNR
Suspension of theintercell handover of a terminal attheedge of a cellcanbeenforced in orderto avoid redundantintercell handoverif coverageisexpanded.
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Applied undercondition:
Spectrumrange: 54 MHz< f < 698 MHz
Bandwidth of each channel: 6 MHz
During spectrum handover,thenew frequencyisselected randomly
Terminals arelocated randomly
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= Cell outage probability of conventional scheme
= Cell outage probability of proposed scheme
= = intercell handover parameter= 0 dB
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Where,
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Note: In proposed schemeredundant handoverisreduced by 30% according to aboveformula.
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As original frequency of serving BS isrelativelyhigh,lowto high transition probabilitydecreases.
Probability of coverageexpanded is high.
Reduced intercell handover.
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The proposed scheme forthecognitiveradiosystemreducesthecell outage probability and
thetotalnumber of handovers. Hence,itcanprovideseamlessserviceincognitiveradiosystem.
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http://en.wikipedia.org/wiki/Cognitive_radio
http://ieeexplore.ieee.org
IanF. Akyildiz,et al., NeXtgeneration/dynamicspectrumaccess/cognitiveradio wirelessnetworks: A survey,ComNet2006
Li-Chun Wang and Anderson Chen, Onthe Spatial. Coexistence ofInfrastructure-Based and Ad Hocconnections for a Cognitive RadioSystem
S. Haykin, Cognitive Radio,JSAC 2005
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