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The Basic Problem We Have Studied
Cognitive Radio
Our Result
Spectrum Sensing System of Cognitive Radio Network
for Disaster Management & Emergency Services
Kundan Kumar1
Divyang Ashwinbhai Patel1
Tushar Sharma1
Ritika Dhingra2
1
Department of Electronics and Communication Engineering
Jaypee University of Information technology, Waknghat, Solan-173234, India
2
Department of Computer Science and Engineering & Information Technology
Jaypee University of Information technology, Waknghat, Solan-173234, India
44th
Engineer Day , 2011
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
15th
September, Engineer Day
1 Bharat Ratna Sri Mokshagundam
Visweswaraya was a notable Indian
engineer, scholar, and statesman
2 He was responsible for successful
design and construction of several
river dams, bridges and implementing
irrigation and drinking water schemes
all over India
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
15th
September, Engineer Day
1 Bharat Ratna Sri Mokshagundam
Visweswaraya was a notable Indian
engineer, scholar, and statesman
2 He was responsible for successful
design and construction of several
river dams, bridges and implementing
irrigation and drinking water schemes
all over India
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Abstract
In this paper, we have discussed the role of spectrum sensing system
of the cognitive radio network for the disaster management and emergency
services. During the disaster, the failure of public networks and heavy load
on the available spectrum by different rescue and emergency services, by
using their own communication infrastructure may land-up in interference or
complete crash of emergency communication setup.
The spectrum sensing for cognitive radio network offers the sensing of
various unused spectrum which is utilizable by the organisation without
interfering to others. Cognitive engine is capable of configuring the radio
parameters to the required standards used by the various authorities during
the disaster. It helps setting up reliable, smart and intelligent communication
infrastructure during disaster.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Introduction
1 Radios be able to operate in hostile or
disaster environments.
2 Strain on the available spectrum,
efficiency important
3 Cognitive Radio is a novel approach to
solve radio spectrum scarcity
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Introduction
1 Radios be able to operate in hostile or
disaster environments.
2 Strain on the available spectrum,
efficiency important
3 Cognitive Radio is a novel approach to
solve radio spectrum scarcity
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Introduction
1 Radios be able to operate in hostile or
disaster environments.
2 Strain on the available spectrum,
efficiency important
3 Cognitive Radio is a novel approach to
solve radio spectrum scarcity
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Allocation
Unallocated Spectrum
3-9 KHz
ISM Bands
6.78 ± 0.015 MHz
13.560 ± 0.007 MHz
27.12 ± 0.163 MHz
40.68 ± 0.02 MHz
815 ± 13 MHz
2450 ± 50 MHz
5.8 ± 0.075 GHz
24.125 ± 0.125 GHz
61.25 ± 0.250 GHz
122.5 ± 0.500 GHz
245 ± 1 GHz
Unlicensed
1910-1930 PCS
59-64 GHz unlicensed
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Utilization
1 However, spectrum utilization is quite low.
2 Concept
Have radios (or networks) identify spectrum opportunities at run-time
Transparently (to legacy systems) fill in the gaps (time, frequency, space)
3 Considered Bands
ISM
Public Safety
TV (UHF)
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Abstract
Introduction
Spectrum Uses
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Radio
1 Cognitive implies awareness,
perception, reasoning, and
judgment.
2 Radio that can change its
transmitter parameters according
to the interactions with the
environment in which it operates.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Radio
1 Cognitive implies awareness,
perception, reasoning, and
judgment.
2 Radio that can change its
transmitter parameters according
to the interactions with the
environment in which it operates.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Our Proposal
We propose the following proposition . . .
1 Radios can be used intelligently
2 Opitmum utilization of Spectrum in diaster
3 Methods adopted for optimum utilization
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Our Proposal
We propose the following proposition . . .
1 Radios can be used intelligently
2 Opitmum utilization of Spectrum in diaster
3 Methods adopted for optimum utilization
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Our Proposal
We propose the following proposition . . .
1 Radios can be used intelligently
2 Opitmum utilization of Spectrum in diaster
3 Methods adopted for optimum utilization
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Scope of Cognitive Radio
CR is an enabling technology for numerous new capabilities . . .
1 Dynamic spectrum access
2 Spectrum markets
3 Self-Organizing networks
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Scope of Cognitive Radio
CR is an enabling technology for numerous new capabilities . . .
1 Dynamic spectrum access
2 Spectrum markets
3 Self-Organizing networks
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Scope of Cognitive Radio
CR is an enabling technology for numerous new capabilities . . .
1 Dynamic spectrum access
2 Spectrum markets
3 Self-Organizing networks
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sensing
1 DSA uses under-utilized areas of
the frequency spectrum without
interfering with primary users.
2 Cognitive radios are required to
find each other first, called
randezvous process
3 In Hostile environments, it is even
more imperative that this
rendezvous process can be
achieved quickly.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sensing
1 DSA uses under-utilized areas of
the frequency spectrum without
interfering with primary users.
2 Cognitive radios are required to
find each other first, called
randezvous process
3 In Hostile environments, it is even
more imperative that this
rendezvous process can be
achieved quickly.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sensing
1 DSA uses under-utilized areas of
the frequency spectrum without
interfering with primary users.
2 Cognitive radios are required to
find each other first, called
randezvous process
3 In Hostile environments, it is even
more imperative that this
rendezvous process can be
achieved quickly.
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Random Randezvous
Algorithm of Random Randezvous . . .
1 Observe mi , the number of channels available to radio i
2 while not rendezvous do
3 ji = rand[0, mi )
4 c = ci,ji
5 attempt rendezvous on channel c
6 end while
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sharing
1 Game theory has applications in
spectrum sharing
2 Nash Equilibrium for non
co-opearative game theory
3 Opportunistic spectrum access
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sharing
1 Game theory has applications in
spectrum sharing
2 Nash Equilibrium for non
co-opearative game theory
3 Opportunistic spectrum access
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Sharing
1 Game theory has applications in
spectrum sharing
2 Nash Equilibrium for non
co-opearative game theory
3 Opportunistic spectrum access
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Engine
1 CR is built upon platform called
SDR.
2 Genetic Algorithm is used for
realising cognitive radio
Evaluating behaviour
Analysis Engine
Machine Learning
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Engine
1 CR is built upon platform called
SDR.
2 Genetic Algorithm is used for
realising cognitive radio
Evaluating behaviour
Analysis Engine
Machine Learning
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Engine
1 CR is built upon platform called
SDR.
2 Genetic Algorithm is used for
realising cognitive radio
Evaluating behaviour
Analysis Engine
Machine Learning
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Engine
1 CR is built upon platform called
SDR.
2 Genetic Algorithm is used for
realising cognitive radio
Evaluating behaviour
Analysis Engine
Machine Learning
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
Cognitive Engine
1 CR is built upon platform called
SDR.
2 Genetic Algorithm is used for
realising cognitive radio
Evaluating behaviour
Analysis Engine
Machine Learning
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Conclusion
1 During disaster, most of the
networks crashes which require
the need to access spectrum
2 Most of the networks are licensed
but unutilize & can be used during
emergency
3 Estimate of collateral damage to
the network by disaster
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Conclusion
1 During disaster, most of the
networks crashes which require
the need to access spectrum
2 Most of the networks are licensed
but unutilize & can be used during
emergency
3 Estimate of collateral damage to
the network by disaster
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Conclusion
1 During disaster, most of the
networks crashes which require
the need to access spectrum
2 Most of the networks are licensed
but unutilize & can be used during
emergency
3 Estimate of collateral damage to
the network by disaster
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Outline
1 The Basic Problem We Have Studied
Abstract
Introduction
2 Cognitive Radio
About Cognitive Radio
Our Proposal
Sensing
Sharing
Cognitive Engine
3 Our Result
Conclusion
Acknowledgement
Kundan, Divyang, Tushar, Ritika Cognitive Radio
The Basic Problem We Have Studied
Cognitive Radio
Our Result
Conclusion
Acknowledgement
Acknowledgement
We like to thank Dr. Ghanshyam Singh for his extraordinary guidance
throughout our presentation.
We also wish to thank Mr. Viranjay M. Srivastava for his support and help.
Finally, we are also grateful to Mr. Salman Raju Talluri for investing his
valuable time in helping us .
Kundan, Divyang, Tushar, Ritika Cognitive Radio
Appendix Refrences
Refrences I
1 S. Haykin, Cognitive radio: brain-empowered wireless communications,
IEEE Journal Selected Areas in Communications, vol. 23, no. 2, pp. 201
- 220, 2005.
2 J. O. Neel, J. H. Reed, and R. P. Gilles, Convergence of cognitive radio
networks, IEEE Proc. WCNC, 2004, pp. 2250 - 2255.
3 Personal Communications: Special issue on Software Radios, Aug. 99,
Vol. 6, No. 4.
4 D. E. Goldberg, Genetic Algorithms in Search, Optimization, and
Machine Learning, Reading, MA : Addison-Wesley, 1989.
5 Applications of Machine Applications of Machine Learning Cognitive
Radio Networks by Charles Clancy, Department of Defence Joe Hecker,
SAIC Erich Stuntebeck, Georgia Tech Tim Shea, NC State
6 Game theory for cognitive radio networks by Beibei Wang, Yongle Wu,
K.J. Ray Liu
Kundan, Divyang, Tushar, Ritika Cognitive Radio
Appendix Refrences
Thank You
This slide was prepared using
LATEXmarkup language
We would now acknowledge
queries from the audience
Kundan, Divyang, Tushar, Ritika Cognitive Radio

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  • 1. The Basic Problem We Have Studied Cognitive Radio Our Result Spectrum Sensing System of Cognitive Radio Network for Disaster Management & Emergency Services Kundan Kumar1 Divyang Ashwinbhai Patel1 Tushar Sharma1 Ritika Dhingra2 1 Department of Electronics and Communication Engineering Jaypee University of Information technology, Waknghat, Solan-173234, India 2 Department of Computer Science and Engineering & Information Technology Jaypee University of Information technology, Waknghat, Solan-173234, India 44th Engineer Day , 2011 Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 2. The Basic Problem We Have Studied Cognitive Radio Our Result Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 3. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction 15th September, Engineer Day 1 Bharat Ratna Sri Mokshagundam Visweswaraya was a notable Indian engineer, scholar, and statesman 2 He was responsible for successful design and construction of several river dams, bridges and implementing irrigation and drinking water schemes all over India Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 4. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction 15th September, Engineer Day 1 Bharat Ratna Sri Mokshagundam Visweswaraya was a notable Indian engineer, scholar, and statesman 2 He was responsible for successful design and construction of several river dams, bridges and implementing irrigation and drinking water schemes all over India Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 5. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 6. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Abstract In this paper, we have discussed the role of spectrum sensing system of the cognitive radio network for the disaster management and emergency services. During the disaster, the failure of public networks and heavy load on the available spectrum by different rescue and emergency services, by using their own communication infrastructure may land-up in interference or complete crash of emergency communication setup. The spectrum sensing for cognitive radio network offers the sensing of various unused spectrum which is utilizable by the organisation without interfering to others. Cognitive engine is capable of configuring the radio parameters to the required standards used by the various authorities during the disaster. It helps setting up reliable, smart and intelligent communication infrastructure during disaster. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 7. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 8. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Introduction 1 Radios be able to operate in hostile or disaster environments. 2 Strain on the available spectrum, efficiency important 3 Cognitive Radio is a novel approach to solve radio spectrum scarcity Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 9. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Introduction 1 Radios be able to operate in hostile or disaster environments. 2 Strain on the available spectrum, efficiency important 3 Cognitive Radio is a novel approach to solve radio spectrum scarcity Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 10. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Introduction 1 Radios be able to operate in hostile or disaster environments. 2 Strain on the available spectrum, efficiency important 3 Cognitive Radio is a novel approach to solve radio spectrum scarcity Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 11. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Allocation Unallocated Spectrum 3-9 KHz ISM Bands 6.78 ± 0.015 MHz 13.560 ± 0.007 MHz 27.12 ± 0.163 MHz 40.68 ± 0.02 MHz 815 ± 13 MHz 2450 ± 50 MHz 5.8 ± 0.075 GHz 24.125 ± 0.125 GHz 61.25 ± 0.250 GHz 122.5 ± 0.500 GHz 245 ± 1 GHz Unlicensed 1910-1930 PCS 59-64 GHz unlicensed Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 12. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 13. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 14. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 15. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 16. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 17. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Utilization 1 However, spectrum utilization is quite low. 2 Concept Have radios (or networks) identify spectrum opportunities at run-time Transparently (to legacy systems) fill in the gaps (time, frequency, space) 3 Considered Bands ISM Public Safety TV (UHF) Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 18. The Basic Problem We Have Studied Cognitive Radio Our Result Abstract Introduction Spectrum Uses Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 19. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 20. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Radio 1 Cognitive implies awareness, perception, reasoning, and judgment. 2 Radio that can change its transmitter parameters according to the interactions with the environment in which it operates. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 21. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Radio 1 Cognitive implies awareness, perception, reasoning, and judgment. 2 Radio that can change its transmitter parameters according to the interactions with the environment in which it operates. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 22. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 23. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Our Proposal We propose the following proposition . . . 1 Radios can be used intelligently 2 Opitmum utilization of Spectrum in diaster 3 Methods adopted for optimum utilization Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 24. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Our Proposal We propose the following proposition . . . 1 Radios can be used intelligently 2 Opitmum utilization of Spectrum in diaster 3 Methods adopted for optimum utilization Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 25. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Our Proposal We propose the following proposition . . . 1 Radios can be used intelligently 2 Opitmum utilization of Spectrum in diaster 3 Methods adopted for optimum utilization Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 26. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Scope of Cognitive Radio CR is an enabling technology for numerous new capabilities . . . 1 Dynamic spectrum access 2 Spectrum markets 3 Self-Organizing networks Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 27. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Scope of Cognitive Radio CR is an enabling technology for numerous new capabilities . . . 1 Dynamic spectrum access 2 Spectrum markets 3 Self-Organizing networks Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 28. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Scope of Cognitive Radio CR is an enabling technology for numerous new capabilities . . . 1 Dynamic spectrum access 2 Spectrum markets 3 Self-Organizing networks Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 29. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 30. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sensing 1 DSA uses under-utilized areas of the frequency spectrum without interfering with primary users. 2 Cognitive radios are required to find each other first, called randezvous process 3 In Hostile environments, it is even more imperative that this rendezvous process can be achieved quickly. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 31. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sensing 1 DSA uses under-utilized areas of the frequency spectrum without interfering with primary users. 2 Cognitive radios are required to find each other first, called randezvous process 3 In Hostile environments, it is even more imperative that this rendezvous process can be achieved quickly. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 32. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sensing 1 DSA uses under-utilized areas of the frequency spectrum without interfering with primary users. 2 Cognitive radios are required to find each other first, called randezvous process 3 In Hostile environments, it is even more imperative that this rendezvous process can be achieved quickly. Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 33. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 34. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 35. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 36. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 37. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 38. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 39. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Random Randezvous Algorithm of Random Randezvous . . . 1 Observe mi , the number of channels available to radio i 2 while not rendezvous do 3 ji = rand[0, mi ) 4 c = ci,ji 5 attempt rendezvous on channel c 6 end while Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 40. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 41. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sharing 1 Game theory has applications in spectrum sharing 2 Nash Equilibrium for non co-opearative game theory 3 Opportunistic spectrum access Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 42. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sharing 1 Game theory has applications in spectrum sharing 2 Nash Equilibrium for non co-opearative game theory 3 Opportunistic spectrum access Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 43. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Sharing 1 Game theory has applications in spectrum sharing 2 Nash Equilibrium for non co-opearative game theory 3 Opportunistic spectrum access Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 44. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 45. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Engine 1 CR is built upon platform called SDR. 2 Genetic Algorithm is used for realising cognitive radio Evaluating behaviour Analysis Engine Machine Learning Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 46. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Engine 1 CR is built upon platform called SDR. 2 Genetic Algorithm is used for realising cognitive radio Evaluating behaviour Analysis Engine Machine Learning Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 47. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Engine 1 CR is built upon platform called SDR. 2 Genetic Algorithm is used for realising cognitive radio Evaluating behaviour Analysis Engine Machine Learning Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 48. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Engine 1 CR is built upon platform called SDR. 2 Genetic Algorithm is used for realising cognitive radio Evaluating behaviour Analysis Engine Machine Learning Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 49. The Basic Problem We Have Studied Cognitive Radio Our Result About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine Cognitive Engine 1 CR is built upon platform called SDR. 2 Genetic Algorithm is used for realising cognitive radio Evaluating behaviour Analysis Engine Machine Learning Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 50. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 51. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Conclusion 1 During disaster, most of the networks crashes which require the need to access spectrum 2 Most of the networks are licensed but unutilize & can be used during emergency 3 Estimate of collateral damage to the network by disaster Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 52. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Conclusion 1 During disaster, most of the networks crashes which require the need to access spectrum 2 Most of the networks are licensed but unutilize & can be used during emergency 3 Estimate of collateral damage to the network by disaster Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 53. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Conclusion 1 During disaster, most of the networks crashes which require the need to access spectrum 2 Most of the networks are licensed but unutilize & can be used during emergency 3 Estimate of collateral damage to the network by disaster Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 54. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Outline 1 The Basic Problem We Have Studied Abstract Introduction 2 Cognitive Radio About Cognitive Radio Our Proposal Sensing Sharing Cognitive Engine 3 Our Result Conclusion Acknowledgement Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 55. The Basic Problem We Have Studied Cognitive Radio Our Result Conclusion Acknowledgement Acknowledgement We like to thank Dr. Ghanshyam Singh for his extraordinary guidance throughout our presentation. We also wish to thank Mr. Viranjay M. Srivastava for his support and help. Finally, we are also grateful to Mr. Salman Raju Talluri for investing his valuable time in helping us . Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 56. Appendix Refrences Refrences I 1 S. Haykin, Cognitive radio: brain-empowered wireless communications, IEEE Journal Selected Areas in Communications, vol. 23, no. 2, pp. 201 - 220, 2005. 2 J. O. Neel, J. H. Reed, and R. P. Gilles, Convergence of cognitive radio networks, IEEE Proc. WCNC, 2004, pp. 2250 - 2255. 3 Personal Communications: Special issue on Software Radios, Aug. 99, Vol. 6, No. 4. 4 D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Reading, MA : Addison-Wesley, 1989. 5 Applications of Machine Applications of Machine Learning Cognitive Radio Networks by Charles Clancy, Department of Defence Joe Hecker, SAIC Erich Stuntebeck, Georgia Tech Tim Shea, NC State 6 Game theory for cognitive radio networks by Beibei Wang, Yongle Wu, K.J. Ray Liu Kundan, Divyang, Tushar, Ritika Cognitive Radio
  • 57. Appendix Refrences Thank You This slide was prepared using LATEXmarkup language We would now acknowledge queries from the audience Kundan, Divyang, Tushar, Ritika Cognitive Radio