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A Distributed MAC Protocol Using Virtual Control Channels for CRSNs

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Abstract

A cognitive radio sensor network (CRSN) is a promising fusion network that combines conventional wireless sensor network (WSN) with cognitive radio (CR) functionalities. With abilities to sense for available channels and to adapt to the radio environment, a CRSN is able to be more opportunistic in accessing spectrums than a WSN, but it also has problems due to hardware constraints and energy limitations. In many studies on distributed CR MAC protocols, establishing dedicated control channels (DCCs) has been considered as an important problem because it is essentially used for coordination and negotiation of spectrum assignments. However, directly applying DCCs into CRSNs is impractical, due to its high-cost complexity in hardware and deployment. To solve it, in this paper we propose a distributed MAC protocol using virtual control channels for CRSNs, in which CR sensor nodes called secondary users are grouped into clusters, and commonly shared available channels are utilized as virtual DCCs. In addition, a channel selection scheme is developed, based on an approximated partially observable Markov decision process. Our numerical simulation results indicate that the proposed MAC protocol can not only improve the throughput rate but also reduce the energy consumption under no DCCs.

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References

  1. Mitola J. et al (1999) Cognitive radios: Making software radios more personal. IEEE Personal Communications 6(4): 13–18

    Article  Google Scholar 

  2. Haykin S. (2005) Cognitive radio: Brain-empowered wireless communications. IEEE Journal on Selected Areas in Communications 23(2): 201–220

    Article  Google Scholar 

  3. Akyildiz I. F., Lee W.-Y., Chowdhury K. R. (2009) CRAHNs: Cognitive radio ad hoc networks. Ad Hoc Networks 7(5): 810–836

    Article  Google Scholar 

  4. Akan O. B., Karli O. B., Ergul O. (2009) Cognitive radio sensor networks. IEEE Network 23(4): 34–40

    Article  Google Scholar 

  5. Shukla, A., Willamson, B., Burns, J., Burbidge, E., Taylor, A., & Robinson, D. (2006). A study for the provision of aggregation of frequency to provide wider bandwidth services. available at: http://www.ofcom.org.uk/research/technology/overview/speclib/specagg/, August 2006.

  6. Jia J., Zhang Q., Shen X. (2008) HC-MAC: A hardware-constrained cognitive MAC for efficient spectrum management. IEEE Journal on Selected Areas in Communications 26(1): 106–117

    Article  Google Scholar 

  7. Karl H., Willig A. (2005) Protocols and architectures for wireless sensor networks. Wiley, New York

    Book  Google Scholar 

  8. Thoppian, M., Venkatesan, S., & Prakash, R. (2007). CSMA-based MAC protocol for cognitive radio networks. In Proceedings of IEEE international symposium on a world of wireless, mobile and multimedia networks (pp. 1–8). WoWMoM 2007.

  9. Zhao, J., Zheng, H., & Yang, G. H. (2005). Distributed coordination in dynamic spectrum allocation networks. In Proceedings of IEEE dynamic spectrum access networks (pp. 259–268). DySPAN 2005.

  10. Ma, L., Shen, C. C., & Ryu, B. (2007). Single-radio adaptive channel algorithm for spectrum agile wireless ad hoc networks. In Proceedings of IEEE dynamic spectrum access networks (pp. 547–558). DySPAN 2007.

  11. Kim, M. R., & Yoo, S. J. (2009). Distributed coordination protocol for common control channel selection in multichannel ad-hoc cognitive radio networks. In Proceedings of IEEE international conference on wireless and mobile computing, networking and communications (pp. 227–232). WIMOB 2009.

  12. Hsu, A. C., Wei, D. S. L., & Kuo, C. C. J. (2007). A cognitive MAC protocol using statistical channel allocation for wireless ad-hoc networks. In Proceedings of IEEE wireless communications and networking conference (pp. 105–110) WCNC 2007.

  13. Nan, H., Hyon, T., & Yoo, S. (2007). Distributed coordinated spectrum sharing MAC protocol for cognitive radio. In Proceedings of 2nd IEEE international symposium on new frontiers in dynamic spectrum access networks (pp. 240–249). DySPAN 2007.

  14. Su H., Zhang X. (2008) Cross-layer based opportunistic MAC protocols for QoS provisionings over cognitive radio wireless networks. IEEE Journal on Selected Areas in Communications 26(1): 118–129

    Article  Google Scholar 

  15. Ma, Z., Cao, Z., & Chen, W. (2008). A fair opportunistic spectrum access (FOSA) scheme in distributed cognitive radio networks. In Proceedings of IEEE international conference on communications (pp. 4054–4058). ICC 2008.

  16. Zhou, G., Stankovic, J. A., & Son, S. H. (2006). Crowded spectrum in wireless sensor networks. In Proceedings of third workshop on embedded networked sensors, EmNets 2006.

  17. Zhao Q., Tong L., Swami A., Chen Y. (2007) Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework. IEEE Journal on Selected Areas in Communications 25(3): 589–600

    Article  Google Scholar 

  18. Smallwood, R., & Sondik, E. (1971). The optimal control of partially ovservable Markov processes over a finite horizon. Operations Research, 21(5), 1071–1088.

    Google Scholar 

  19. Nhan N.-T., Kieu X. T., Koo I. (2009) Cooperative spectrum sensing using enhanced Dempster-Shafer theory of evidence in cognitive radio. Lecture Notes in Computer Science 5755: 688–697

    Article  Google Scholar 

  20. Quan Z., Cui S., Poor H., Sayed A. (2008) Collaborative wideband sensing for cognitive radios. IEEE Signal Processing Magazine 25(6): 60–73

    Article  Google Scholar 

  21. Cabric, D., Mishra, S., & Brodersen, R. (2004) Implementation issues in spectrum sensing for cognitive radios. In Proceedings of Asilomar conference on signals, systems and computers (Vol. 1, pp. 772–776). November 2004.

  22. Sohn, S. H., Han, N., Kim, J. M., & Kim, J. W. (2007). OFDM signal sensing method based on cyclostationary detection. In Proceedings of 2nd international conference on cognitive radio oriented wireless networks and communications (pp. 63–68) CROWNCOM 2007.

  23. Urkowitz H. (1967) Energy detection of unknown deterministic signals. Proceedings of the IEEE 5(4): 523–531

    Article  Google Scholar 

  24. Quan Z., Cui S., Sayed A. (2008) Optimal linear cooperation for spectrum sensing in cognitive radio networks. IEEE Journal of Selected Topics in Signal Processing 2(1): 28–40

    Article  Google Scholar 

  25. Li, C., Zuo, J., Xie, J., & Li, C. (2008). Improved resource awareness channel for cognitive radio. In Proceedings of 4th international conference on wireless communications, networking and mobile computing (pp. 1–5). WiCOM ’08

  26. Vu-Van, H., & Koo, I. (2010). Cooperative spectrum sensing with double adaptive energy thresholds and relaying users in cognitive radio. In Proceedings of 2010 sixth advanced international conference on telecommunications (pp. 52–56).

  27. Chien W.-B., Yang C.-K., Huang Y.-H. (2011) Energy-saving cooperative spectrum sensing processor for cognitive radio system. IEEE Transactions on Circuits and Systems I: Regular Papers 58(4): 711–723

    Article  MathSciNet  Google Scholar 

  28. Liza, J., Muthumeenakshi, K., & Radha, S. (2011). Cooperative spectrum sensing in a realistic cognitive radio environment. In Proceedings of 2011 international conference on recent trends in information technology (pp. 375–379). ICRTIT 2011.

  29. Stotas S., Nallanathan A. (2011) Optimal sensing time and power allocation in multiband cognitive radio networks. IEEE Transactions on Communications 59(1): 226–235

    Article  Google Scholar 

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Correspondence to Insoo Koo.

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Lee, Y., Koo, I. A Distributed MAC Protocol Using Virtual Control Channels for CRSNs. Wireless Pers Commun 71, 1021–1048 (2013). https://doi.org/10.1007/s11277-012-0858-1

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