Skip to main content
Top
Published in: Wireless Personal Communications 4/2017

17-10-2016

Throughput Maximization of CSMA in Cognitive Radio Networks with Cooperative Spectrum Sensing

Authors: Sedat Atmaca, Ömer Şayli, Jin Yuan, Adnan Kavak

Published in: Wireless Personal Communications | Issue 4/2017

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This study aims the throughput maximization of carrier sense multiple access (CSMA) in random access cognitive radio networks (CRNs) by using cooperative spectrum sensing. In the cooperative spectrum sensing, multiple cognitive radio (CR) users individually monitor the spectrum for the primary users (PUs)’ activities and send their local decisions to the CR access point. Upon receiving the individual decisions, the CR access point gives the final decision about the PU’s presence at the spectrum and sends it to all CR users in the network. At decision stage, CR access point utilizes the k-out-of-N decision fusion rule with optimal k value in order to obtain maximum CRN throughput. In this paper, we model a CRN utilizing CSMA medium access control scheme and focus on analyzing the throughput performance of it. Throughput performances of our CRN model which separately utilizes AND, OR, MAJORITY fusion rules and k-out-of-N decision fusion rule with the optimum k value are obtained and compared under the same network level probability of detection constraint. The throughput results obtained show that our CRN model utilizing k-out-of-N decision fusion rule with the optimum k value achieves higher throughput performance than AND, OR and MAJORITY fusion rules when they all have the same CRN load.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Mitola, J., et al. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communications, 6(4), 13–18.CrossRef Mitola, J., et al. (1999). Cognitive radio: Making software radios more personal. IEEE Personal Communications, 6(4), 13–18.CrossRef
2.
go back to reference Haykin, S. (2005). Cognitive radio: Brain-empowered wireless communications. IEEE Journal on Selected Areas in Communications, 23(2), 201–220.CrossRef Haykin, S. (2005). Cognitive radio: Brain-empowered wireless communications. IEEE Journal on Selected Areas in Communications, 23(2), 201–220.CrossRef
3.
go back to reference Akyildiz, I., Lee, W. Y., Vuran, M. C., & Mohanty, S. (2006). NeXt generation dynamic spectrum access cognitive radio wireless networks: A survey. Computer Networks Journal, 50(13), 2127–2159.CrossRefMATH Akyildiz, I., Lee, W. Y., Vuran, M. C., & Mohanty, S. (2006). NeXt generation dynamic spectrum access cognitive radio wireless networks: A survey. Computer Networks Journal, 50(13), 2127–2159.CrossRefMATH
4.
go back to reference Cormio, C., & Chowdhury, K. R. (2009). A survey on MAC protocols for cognitive radio networks. Ad Hoc Networks, 7, 1315–1329.CrossRef Cormio, C., & Chowdhury, K. R. (2009). A survey on MAC protocols for cognitive radio networks. Ad Hoc Networks, 7, 1315–1329.CrossRef
5.
go back to reference Akyildiz, I., Lo, B., & Balakrishnan, R. (2011). Cooperative spectrum sensing in cognitive radio networks: A survey. Physical Communication, 4, 40–62.CrossRef Akyildiz, I., Lo, B., & Balakrishnan, R. (2011). Cooperative spectrum sensing in cognitive radio networks: A survey. Physical Communication, 4, 40–62.CrossRef
6.
go back to reference Zhang, W., Mallik, R. K., & Letaief, K. B. (2009). Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks. IEEE Transactions on Wireless Communications, 8(12), 5761–5766.CrossRef Zhang, W., Mallik, R. K., & Letaief, K. B. (2009). Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks. IEEE Transactions on Wireless Communications, 8(12), 5761–5766.CrossRef
7.
go back to reference Kramer, G., Maric, I., & Yates, R. D. (2006). Cooperative communications. Foundations and Trends in Networking, 1(3–4), 271–425.CrossRef Kramer, G., Maric, I., & Yates, R. D. (2006). Cooperative communications. Foundations and Trends in Networking, 1(3–4), 271–425.CrossRef
8.
go back to reference Chen, Q., Liang, Y.-C., Motani, M., & Wong, W.-C. L. (2011). A two-level mac protocol strategy for opportunistic spectrum access in cognitive radio networks. IEEE Transactions on Vehicular Technology, 60(5), 2164–2180.CrossRef Chen, Q., Liang, Y.-C., Motani, M., & Wong, W.-C. L. (2011). A two-level mac protocol strategy for opportunistic spectrum access in cognitive radio networks. IEEE Transactions on Vehicular Technology, 60(5), 2164–2180.CrossRef
9.
go back to reference Peh, E., Liang, Y.-C., Guan, Y. L., & Zeng, Y. (2009). Optimization of cooperative sensing in cognitive radio networks: A sensing-throughput tradeoff view. IEEE Transactions on Vehicular Technology, 58(9), 5294–5299.CrossRef Peh, E., Liang, Y.-C., Guan, Y. L., & Zeng, Y. (2009). Optimization of cooperative sensing in cognitive radio networks: A sensing-throughput tradeoff view. IEEE Transactions on Vehicular Technology, 58(9), 5294–5299.CrossRef
10.
go back to reference Liang, Y.-C., Zeng, Y., Peh, E. C. Y., & Hoang, A. T. (2008). Sensing-throughput tradeoff for cognitive radio networks. IEEE transactions on Wireless Communications, 7(4), 1326–1337.CrossRef Liang, Y.-C., Zeng, Y., Peh, E. C. Y., & Hoang, A. T. (2008). Sensing-throughput tradeoff for cognitive radio networks. IEEE transactions on Wireless Communications, 7(4), 1326–1337.CrossRef
11.
go back to reference Yu, H. G., Tang, W. B., & Li, S. Q. (2011). Optimization of cooperative spectrum sensing with sensing user selection in cognitive radio networks. EURASIP Journal on Wireless Communications and Networking, 2011(208), 1–8. Yu, H. G., Tang, W. B., & Li, S. Q. (2011). Optimization of cooperative spectrum sensing with sensing user selection in cognitive radio networks. EURASIP Journal on Wireless Communications and Networking, 2011(208), 1–8.
12.
go back to reference Yucek, T., & Arslan, H. (2009). A survey of spectrum sensing algorithms for cognitive radio applications. IEEE Communications Surveys & Tutorials, 11(1), 116–130.CrossRef Yucek, T., & Arslan, H. (2009). A survey of spectrum sensing algorithms for cognitive radio applications. IEEE Communications Surveys & Tutorials, 11(1), 116–130.CrossRef
13.
go back to reference Quan, Z., Cui, S., Poor, H. V., & Sayed, A. H. (2008). Collaborative wideband sensing for cognitive radios. IEEE Signal Processing Magazine, 25(6), 60–73.CrossRef Quan, Z., Cui, S., Poor, H. V., & Sayed, A. H. (2008). Collaborative wideband sensing for cognitive radios. IEEE Signal Processing Magazine, 25(6), 60–73.CrossRef
14.
go back to reference Vistotsky, E., Kuffner, S., & Peterson, R.(2005) On collaborative detection of TV transmissions in support of dynamic spectrum sharing. In Proceedings of IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Baltimore, MD, pp. 338–345. Vistotsky, E., Kuffner, S., & Peterson, R.(2005) On collaborative detection of TV transmissions in support of dynamic spectrum sharing. In Proceedings of IEEE Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN), Baltimore, MD, pp. 338–345.
15.
go back to reference Mishra, S., Sahai, A. & Brodersen, R. (2006). Cooperative sensing among cognitive radios. In Proceedings of IEEE international conference on communication, Istanbul, Turkey, pp. 1658–1663. Mishra, S., Sahai, A. & Brodersen, R. (2006). Cooperative sensing among cognitive radios. In Proceedings of IEEE international conference on communication, Istanbul, Turkey, pp. 1658–1663.
16.
go back to reference Rom, R., & Sidi, M. (1990). Multiple access protocols: Performance and analysis. New York: Springer.CrossRefMATH Rom, R., & Sidi, M. (1990). Multiple access protocols: Performance and analysis. New York: Springer.CrossRefMATH
17.
go back to reference Althunibat, S., Renzo, M. D., & Granelli, F. (2013). Optimizing the K-out-of-N rule for cooperative spectrum sensing in cognitive radio networks (pp. 1607–1611). Atlanta, GA, USA: IEEE GLOBECOM. Althunibat, S., Renzo, M. D., & Granelli, F. (2013). Optimizing the K-out-of-N rule for cooperative spectrum sensing in cognitive radio networks (pp. 1607–1611). Atlanta, GA, USA: IEEE GLOBECOM.
18.
go back to reference Cardenas-Juarez, M., Pineda-Rico, U., Stevens-Navarro, E., & Ghogho, M. (2015). Sensing-throughput optimization for cognitive radio networks under outage constraints and hard decision fusion. In International conference on electronics, communications and computers (CONIELECOMP ‘15), pp. 80–86, IEEE, Cholula, Mexico, 2015. Cardenas-Juarez, M., Pineda-Rico, U., Stevens-Navarro, E., & Ghogho, M. (2015). Sensing-throughput optimization for cognitive radio networks under outage constraints and hard decision fusion. In International conference on electronics, communications and computers (CONIELECOMP ‘15), pp. 80–86, IEEE, Cholula, Mexico, 2015.
19.
go back to reference Maleki, S., Chepuri, S. P., & Leus, G. (2013). Optimization of hard fusion based spectrum sensing for energy-constrained cognitive radio networks. Physical Communication, 9, 193–198.CrossRef Maleki, S., Chepuri, S. P., & Leus, G. (2013). Optimization of hard fusion based spectrum sensing for energy-constrained cognitive radio networks. Physical Communication, 9, 193–198.CrossRef
Metadata
Title
Throughput Maximization of CSMA in Cognitive Radio Networks with Cooperative Spectrum Sensing
Authors
Sedat Atmaca
Ömer Şayli
Jin Yuan
Adnan Kavak
Publication date
17-10-2016
Publisher
Springer US
Published in
Wireless Personal Communications / Issue 4/2017
Print ISSN: 0929-6212
Electronic ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-016-3616-y

Other articles of this Issue 4/2017

Wireless Personal Communications 4/2017 Go to the issue