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International Journal of Digital Multimedia Broadcasting
Volume 2010, Article ID 424036, 20 pages
http://dx.doi.org/10.1155/2010/424036
Research Article

Collaborative Spectrum Sensing Optimisation Algorithms for Cognitive Radio Networks

Centre for Communication Systems Research, University of Surrey, Guildford GU2 7XH, UK

Received 28 October 2009; Accepted 17 March 2010

Academic Editor: Massimiliano Laddomada

Copyright © 2010 Kamran Arshad et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. “International Telecommunication Union: Radio Regulations Revised,” 1994.
  2. “Technology Research Programme: Research and Development at Ofcom 2004/05,” October, p.37, 2005, http://www.ofcom.org.uk/research/technology/overview/techrandd200405/.
  3. “Federal Communications Commission: Spectrum policy task force report,” November 2002, http://fjallfoss.fcc.gov/.
  4. A. Shukla, “Cognitive radio technology—a study for Ofcom,” Tech. Rep. 830000143, QinetiQ Ltd, Hampshire, UK, 2006. View at Google Scholar
  5. M. McHenry, E. Livsics, T. Nguyen, and N. Majumdar, “XG dynamic spectrum sharing field test results,” in Proceedings of the 2nd IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks, pp. 676–684, May 2007. View at Publisher · View at Google Scholar · View at Scopus
  6. Spectrum Management Advisory Group (SMAG), “Position Paper on UMTS,” March 2009, http://www.ofcom.org.uk/static/archive/ra/smag/papers/umts.htm.
  7. P. Leaves, Dynamic spectrum allocation between cellular and broadcast systems, Ph.D. dissertation, University of Surrey, 2004.
  8. “FCC Auctions March 2008,” July 2009, http://wireless.fcc.gov/.
  9. A. Ghasemi and E. S. Sousa, “Opportunistic spectrum access in fading channels through collaborative sensing,” IEEE Journal of Communications, vol. 2, no. 2, pp. 71–81, 2007. View at Google Scholar
  10. T. Yücek and H. Arslan, “A survey of spectrum sensing algorithms for cognitive radio applications,” IEEE Communications Surveys and Tutorials, vol. 11, no. 1, pp. 116–130, 2009. View at Publisher · View at Google Scholar · View at Scopus
  11. H. Urkowitz, “Energy detection of unknown deterministic signals,” IEEE Proceedings, vol. 55, no. 4, pp. 523–531, 1967. View at Google Scholar
  12. A. Sonnenschein and P. M. Fishman, “Radiometric detection of spread-spectrum signals in noise of uncertain power,” IEEE Transactions on Aerospace and Electronic Systems, vol. 28, no. 3, pp. 654–660, 1992. View at Publisher · View at Google Scholar · View at Scopus
  13. Federal Communications Commission, “Notice of Proposed Rule Making, in the matter of unlicensed operaion in TV broadcast bands,” May 2004, http://www.fcc.gov/.
  14. IEEE802.22, “Working Group on Wireless Regional Area Networks (WRAN),” Tech. Rep., IEEE, New York, NY, USA, 2009. View at Google Scholar
  15. Ofcom, “Digital Divident Review, A statement and our approach to awarding the digital divident,” December 2007, http://www.ofcom.org.uk/consult/condocs/ddr/.
  16. DRIVE Project Web Site, March 2009, http://www.ist-drive.org/index2.html.
  17. Over-DRiVE Project Web Site, March 2009, http://www.ist-overdrive.org/.
  18. WINNER Project Web Site, March 2009, https://www.ist-winner.org.
  19. E2R II Project Web Site, March 2009, E2R II Project.
  20. ORACLE Project Web Site, March 2009, http://www.ist-oracle.org/.
  21. E3 Project Web Site, March 2009, https://ict-e3.eu/.
  22. Radio Access & Spectrum Cluster Web Site, March 2009, http://www.newcom-project.eu:8080/Plone/ras.
  23. DARPA neXt Generation (XG) Communications Working Group, March 2009, http://www.ir.bbn.com/projects/xmac/working-group/index.html.
  24. National Science Foundation, “Networking Technology and Systems (NeTS) Program Solicitation,” March 2009, http://www.nsf.gov/pubs/2005/nsf05505/nsf05505.htm.
  25. P. Demestichas, A. Katidiotis, K. A. Tsagkaris, E. F. Adamopoulou, and K. P. Demestichas, “Enhancing channel estimation in cognitive radio systems by means of Bayesian networks,” Wireless Personal Communications, vol. 49, no. 1, pp. 87–105, 2008. View at Publisher · View at Google Scholar · View at Scopus
  26. P. Demestichas, “Enhanced network selections in a cognitive wireless B3G world,” Annals of Telecommunications, vol. 64, no. 7-8, pp. 483–501, 2009. View at Publisher · View at Google Scholar · View at Scopus
  27. Z. Xueqiang, C. U. I. Li, C. Juan, W. U. Qihui, and W. Jinlong, “Cooperative spectrum sensing in cognitive radio systems,” in Proceedings of the 1st International Congress on Image and Signal Processing (CISP '08), pp. 262–266, June 2008. View at Publisher · View at Google Scholar · View at Scopus
  28. W. Wang, W. Zou, Z. Zhou, H. Zhang, and Y. Ye, “Decision fusion of cooperative spectrum sensing for cognitive radio under bandwidth constraints,” in Proceedings of the 3rd International Conference on Convergence and Hybrid Information Technology (ICCIT '08), pp. 733–736, December 2008. View at Publisher · View at Google Scholar · View at Scopus
  29. W. Zhang, R. K. Mallik, and K. Ben Letaief, “Cooperative spectrum sensing optimization in cognitive radio networks,” in Proceedings of IEEE International Conference on Communications (ICC '08), pp. 3411–3415, cn, June 2008. View at Publisher · View at Google Scholar · View at Scopus
  30. X. Chen, Z. s. Bie, and W. l. Wu, “Detection efficiency of cooperative spectrum sensing in cognitive radio network,” Journal of China Universities of Posts and Telecommunications, vol. 15, no. 3, pp. 1–7, 2008. View at Publisher · View at Google Scholar · View at Scopus
  31. T. Aysal, S. Kandeepan, and R. Piesiewicz, “Cooperative spectrum sensing over imperfect channels,” in Proceedings of IEEE Globecom Workshops (GLOBECOM '08), pp. 1–5, December 2008. View at Publisher · View at Google Scholar · View at Scopus
  32. K. Arshad and K. Moessner, “Collaborative spectrum sensing for cognitive radio,” in Proceedings of IEEE International Conference on Communications Workshops (ICC '09), pp. 1–5, June 2009. View at Publisher · View at Google Scholar · View at Scopus
  33. E. Peh, Y. C. Liang, E. Peh, and Y. C. Liang, “Optimization for cooperative sensing in cognitive radio networks,” in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC '07), pp. 27–32, April 2007. View at Publisher · View at Google Scholar · View at Scopus
  34. D. J. Kadhim, S. Gong, W. Liu, and W. Cheng, “Optimization of Cooperation sensing spectrum performance,” in Proceedings of WRI International Conference on Communications and Mobile Computing (CMC '09), pp. 78–82, cn, February 2009. View at Publisher · View at Google Scholar · View at Scopus
  35. E. Peh, Y.-C. Liang, and Y. L. Guan, “Optimization of cooperative sensing in cognitive radio networks: a sensing-throughput tradeoff view,” in Proceedings of IEEE International Conference on Communications, June 2009. View at Publisher · View at Google Scholar · View at Scopus
  36. C. Sun, W. Zhang, and K. Letaief, “Cluster-based cooperative spectrum sensing in cognitive radio systems,” in Proceedings of IEEE International Conference on Communications (ICC '07), pp. 2511–2515, June 2007. View at Publisher · View at Google Scholar · View at Scopus
  37. Z. Chair and P. K. Varshney, “Optimal data fusion in multiple sensor detection systems,” IEEE Transactions on Aerospace and Electronic Systems, vol. 22, no. 1, pp. 98–101, 1986. View at Google Scholar · View at Scopus
  38. F. F. Digham, M. S. Alouini, and M. K. Simon, “On the energy detection of unknown signals over fading channels,” IEEE Transactions on Communications, vol. 55, no. 1, pp. 21–24, 2007. View at Publisher · View at Google Scholar · View at Scopus
  39. W. Wang, L. Zhang, W. Zou, and Z. Zhou, “On the distributed cooperative spectrum sensing for cognitive radio,” in Proceedings of International Symposium on Communications and Information Technologies (ISCIT '07), pp. 1496–1501, November 2007. View at Publisher · View at Google Scholar · View at Scopus
  40. E. Visotsky, S. Kuffher, and R. Peterson, “On collaborative detection of TV transmissions in support of dynamic spectrum sharing,” in Proceedings of the 1st IEEE International Symposium on New Frontiers in Dynamic Spectrum Access Networks (DySPAN '05), pp. 338–345, December 2005. View at Publisher · View at Google Scholar · View at Scopus
  41. S. M. Mishra, A. Sahai, and R. W. Brodersen, “Cooperative sensing among cognitive radios,” in Proceedings of IEEE International Conference on Communications (ICC '06), pp. 1658–1663, August 2006. View at Publisher · View at Google Scholar · View at Scopus
  42. F. E. Visser, G. J. M. Janssen, and P. Pawełczak, “Multinode spectrum sensing based on energy detection for dynamic spectrum access,” in Proceedings of the 67th IEEE Vehicular Technology Conference (VTC '08), pp. 1394–1398, June 2008. View at Publisher · View at Google Scholar · View at Scopus
  43. Z. Quan, S. Cui, and A. Sayed, “Optimal linear cooperation for spectrum sensing in cognitive radio networks,” IEEE Journal on Selected Topics in Signal Processing, vol. 2, no. 1, pp. 28–40, 2008. View at Publisher · View at Google Scholar · View at Scopus
  44. S. Haykin, “Cognitive radio: brain-empowered wireless communications,” IEEE Journal on Selected Areas in Communications, vol. 23, no. 2, pp. 201–220, 2005. View at Publisher · View at Google Scholar · View at Scopus
  45. A. Goldsmith, Wireless Communications, Cambridge University Press, New York, NY, USA, 2005.
  46. P. K. Varshney, Distributed Detection and Data Fusion, Springer, Secaucus, NJ, USA, 1996.
  47. R. F. Mills and G. E. Prescott, “A comparison of various radiometer detection models,” IEEE Transactions on Aerospace and Electronic Systems, vol. 32, no. 1, pp. 467–473, 1996. View at Google Scholar · View at Scopus
  48. I. Akyildiz, W.-Y. Lee, M. C. Vuran, and S. Mohanty, “A survey on spectrum management in cognitive radio networks,” IEEE Communications Magazine, vol. 46, no. 4, pp. 40–48, 2008. View at Publisher · View at Google Scholar · View at Scopus
  49. T. Weiss, J. Hillenbrand, and F. Jondral, “A diversity approach for the detection of idle resources in spectrum pooling systems,” in Proceedings of the 48th International Scientific Colloquium, pp. 37–38, September 2003.
  50. C. Da Silva, B. Choi, and K. Kim, “Distributed spectrum sensing for cognitive radio systems,” in Proceedings of the Information Theory and Applications Workshop (ITA '07), pp. 120–123, March 2007. View at Publisher · View at Google Scholar · View at Scopus
  51. A. K. Kattepur, A. T. Hoang, Y.-C. Liang, and M. J. Er, “Data and decision fusion for distributed spectrum sensing in cognitive radio networks,” in Proceedings of the 6th International Conference on Information, Communications and Signal Processing (ICICS '07), pp. 1–5, December 2007. View at Publisher · View at Google Scholar · View at Scopus
  52. M. Gudmundson, “Correlation model for shadow fading in mobile radio systems,” Electronics Letters, vol. 27, no. 23, pp. 2145–2146, 1991. View at Google Scholar
  53. R. A. Horn and C. R. Johnson, Matrix Analysis, Cambridge University Press, Cambridge, UK, 1985.
  54. J. H. Holland, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence, MIT Press, Cambridge, Mass, USA, 1992.
  55. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley Longman, Boston, Mass, USA, 1989.
  56. M. Gen and R. Cheng, Genetic Algorithms and Engineering Design, Wiley, New York, NY, USA, 1997.