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SOME SECURITY ISSUES
OVERVIEW
 Introduction
 What is Cognitive Radio?
 Spectrum Sensing
 Primary User Emulation
 Simulation & Results
INTRODUCTION
 Evolution of numerous wireless applications.
 Limited Public Bandwidth or Spectrum
 Inefficient use of Licensed Spectrum
 What if one could use the licensed spectrum when no
primary users are using it?
WHAT IS COGNITIVE RADIO?
 Intelligent Radio.
 Senses Environment and Spectrum(Cognitive
capability).
 Analyzes it(Self-organized capability).

 Adapts to it(Reconfigurable capability).
 Learns from the results.
General Architecture of Cognitive Radio
SPECTRUM SENSING
 Dynamic Spectrum Access (DSA)
 Distributed Spectrum Sensing (DSS)
 Common Control Channel (CCC)
SPECTRUM SENSING
 Dynamic Spectrum Access (DSA)
 Distributed Spectrum Sensing (DSS)
 Common Control Channel (CCC)
SPECTRUM SENSING
 Dynamic Spectrum Access (DSA)
 Distributed Spectrum Sensing (DSS)
 Common Control Channel (CCC)
CCC

Cooperation
Optimization
SPECTRUM SENSING TECHNIQUES
 Matched Filter
 Cyclo-Stationary Feature
 Energy Detection
SPECTRUM SENSING TECHNIQUES
 Matched Filter
 Cyclo-Stationary Feature
 Energy Detection
SPECTRUM SENSING TECHNIQUES
 Matched Filter
 Cyclo-Stationary Feature
 Energy Detection
PRIMARY USER EMULATION
 Idle spectrum can be used by secondary users
without causing disturbance to the primary user.
 But these secondary users must co-operate and use
the spectrum fairly.
 Some secondary users prevent others from using this
idle spectrum by transmitting unrecognizable signals.
 i.e. they emulate (imitate) the primary users and
hence prevent secondary users from utilizing it.
 They are of two types:
 Selfish PUE attackers
 Malicious PUE attackers
SYSTEM MODEL FOR CRNs
Received power due to
Primary Transmitter,
Pr_p

PDF of Pr_p

Received power due to
Malicious users, Pr_m

PDF of Pr_m
SIMULATION & RESULTS
 The following slides contain the simulated
results of the PDFs of signals received by the
secondary receiver due to primary
transmitter and malicious users.
SYSTEM MODEL FOR CRNs
SYSTEM MODEL ALTERATION
 As it can be seen, the results of the previous
system model are not desirable.
 So, another system model is presented to
counteract the PUE.
PROPOSED MODEL
Cognitive radio: some security issues

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Cognitive radio: some security issues