ON THE LOCATION-AWARE COOPERATIVE SPECTRUM SENSING IN URBAN ENVIRONMENT


(Received: 2016-12-16, Revised: 2016-02-10 , Accepted: 2016-02-21)
Spectrum sensing is a key enabling technology for cognitive radio networks (CRNs). The main objective of spectrum sensing is to provide more spectrum access opportunities to cognitive radio users without interfering with the operations of the licensed network. Spectrum sensing decisions can lead to erroneous sensing with low performance due to fading, shadowing and other interferences caused by either terrain inconsistency or dense urban structure. In order to improve spectrum sensing decisions, in this paper a cooperative spectrum sensing scheme is proposed. The propagation conditions such as the variance and intensity of terrain and urban structure between two points with respect to signal propagation are taken into consideration. We have also derived the optimum fusion rule which accounts for location reliability of secondary users (SUs). The analytical results show that the proposed scheme slightly outperforms the conventional cooperative spectrum sensing approaches.

[1] A. Palaios, J. Riihijarvi, P. Mahonen, V. Atanasovski, L. Gavrilovska, P. Van Wesemael, A. Dejonghe and P. Scheele, "Two Days of Spectrum Use in Europe," in 7th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM), pp. 24–29, 2012.

[2] M. Hoyhtya, M. Matinmikko, X. Chen, J. Hallio, J. Auranen, R. Ekman, J. Roning, J. Engelberg, J. Kalliovaara, T. Taher, A. Riaz and D. Roberson, "Measurements and Analysis of Spectrum Occupancy in the 2.3 x2013; 2.4 GHz Band in Finland and Chicago," in 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications (CROWNCOM), pp. 95–101, 2014.

[3] B. Wang and K. Liu, "Advances in Cognitive Radio Networks: A Survey," IEEE Journal of Selected Topics in Signal Processing, vol. 5, pp. 5–23, February 2011.

[4] P. Kolodzy, "Spectrum Policy Task Force Report," Federal Communications Commission, www.fcc.gov/sptf, 2002.

[5] A. Wyglinski, M. Nekovee and Y. Hou, Cognitive Radio Communications and Networks: Principles and Practice, Academic Press, 2010.

[6] N. Pappas and M. Kountouris, "Throughput of a Cognitive Radio Network under Congestion Constraints: A Network-level Study," pp. 162–166, June 2014.

[7] I. Akyildiz, W.-Y .Lee, M. C. Vuran and S. Mohanty, "Asurvey on Spectrum Management in Cognitive Radio Networks," IEEE Communications Magazine, vol. 46, pp. 40–48, June 2008.

[8] S. Haykin, "Cognitive Radio: Brain-Empowered Wireless Communications," IEEE Journal on Selected Areas in Communications, vol. 23, pp. 201–220, Feb. 2005.

[9] S. Atapattu, C. Tellambura and H. Jiang, "Spectrum Sensing via Energy Detector in Low SNR," in IEEE International Conference on Communications (ICC), pp. 1–5, 2011.

[10]  I. F. Akyildiz, W.-Y. Lee, M. C. Vuran and S. Mohanty, "Next Generation/Dynamic Spectrum Access/Cognitive Radio Wireless Networks: A Survey," Computer Networks, vol. 50, no. 13, pp. 2127–2159, 2006.

[11] L. Wei and O. Tirkkonen, "Statistical Test for Multiple Primary User Spectrum Sensing," pp. 41– 45, 2011.

[12] E. Axell, G. Leus, E. G. Larsson and H. Poor, "Spectrum Sensing for Cognitive Radio: State-of- the-art and Recent Advances," in IEEE Signal Processing Magazine, vol. 29, no. 3, pp. 101–116, 2012.

[13] A. Ghasemi and E. Sousa, "Spectrum Sensing in Cognitive Radio Networks: Requirements, Challenges and Design Trade-offs," in IEEE Commu nications Magazine, vol. 46, no. 4, pp. 32– 39, 2008.

[14] N. Kundargi and A. Tewfik, "Doubly Sequential Energy Detection for Distributed Dynamic Spectrum Access," in IEEE International Conference on Communications (ICC), pp. 1–5, May 135 Jordanian Journal of Computers and Information Technology (JJCIT), Vol. 2, No. 2, August 2016. 2010.

[6] S. Atapattu, C. Tellambura and H. Jiang, "Energy Detection of Primary Signals over Fading Channels," in International Conference on Industrial and Information Systems (ICIIS), pp. 118– 122, Dec. 2009.

[7] S. Atapattu, C. Tellambura and H. Jiang, "Performance of an Energy Detector over Channels with Both Multipath Fading and Shadowing," in IEEE Transactions on Wireless Communications, vol. 9, pp. 3662–3670, Dec. 2010.

[8] X. Liu, C. Zhang and X. Tan, "Double-threshold Cooperative Detection for Cognitive Radio Based on Weighing," in 6th International ICST Conference on Communications and Networking in China (CHINACOM), pp. 205–209, 2011.

[9] K. Ben Letaief and W. Zhang, "Cooperative Communications for Cognitive Radio Networks," Proceedings of the IEEE, vol. 97, no. 5, pp. 878–893, May 2009.

[10] Q. Zou, S. Zheng and A. Sayed, "Cooperative Spectrum Sensing via Sequential Detection for Cognitive Radio Networks,” in IEEE 10th Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp. 121–125, 2009.

[12] [11] H. Mu and J. Tugnait, "Joint Soft-decision Cooperative Spectrum Sensing and Power Control in Multi-band Cognitive Rradios," Processing of the IEEE Transactions on Signal, vol. 60, no. 10, pp. 5334–5346, 2012.

[13] Y. Tani and T. Saba, "Quantization Scheme for Energy Detector of Soft Decision Cooperative Spectrum Sensing in Cognitive Radio," in IEEE GLOBECOM Workshops (GC Wkshps), pp. 69–73, 2010.

[14] S. Althunibat, M. Di Renzo and F. Granelli, "Towards Energy-efficient Cooperative Spectrum Sensing for Cognitive Radio Networks: An Overview," Telecommunication Systems, vol. 59, no. 1, pp. 77–91, 2015.

[15] S. Althunibat and F. Granelli, "An Objection-based Collaborative Spectrum Sensing for Cognitive Radio Nnetworks," IEEE Communications Letters, vol. 18, no. 8, pp. 1291–1294, 2014.

[16] B. Shen, L. Huang, C. Zhao, K. Kwak and Z. Zhou, "Weighted Cooperative Spectrum Sensing in Cognitive Radio Networks," in 3rd International Conference on Convergence and Hybrid Information Technology (ICCIT), vol. 1, pp. 1074–1079, 2008.

[17] S. Chaudhari, J. Lunden, V. Koivunen and H. Poor, "Cooperative Sensing with Imperfect Reporting Channels: Hard Decisions or Soft Decisions?," Processing of the IEEE Transactions on Signal, vol. 60, no. 1, pp. 18–28, 2012.

[18] S. A. Alvi, M. S. Younis, M. Imran, M. Guizani et al., "A Near-Optimal LLR-based Cooperative Spectrum Sensing Scheme for Crahns," in IEEE Transactions on Wireless Communications, vol. 14, no. 7, pp. 3877– 3887, 2015.

[19] D. Hamza, S. Aissa and G. Aniba, "Equal Gain Combining for Cooperative Spectrum Sensing in Cognitive Radio Networks," in IEEE Transactions on Wireless Communications, vol. 13, no. 8, pp. 4334–4345, 2014.

[20] X. Li, "RSS-based Location Estimation with Unknown Pathloss Model," in IEEE Transactions on Wireless Communications, vol. 5, no. 12, pp. 3626–3633, 2006.

[21] G. E. Athanasiadou, A. R. Nix and J. P. McGeehan, "A Microcellular Ray-tracing Propagation Model and Evaluation of Its Narrow-band and Wide-band Predictions," IEEE Journal on Selected Areas in Communications, vol. 18, no. 3, pp. 322–335, 2000.

[22] Y. Qi, H. Kobayashi and H. Suda, "Analysis of Wireless Geolocation in a Non-line-of-sight Environment," in IEEE Transactions on Wireless Communications, vol. 5, no. 3, pp. 672–681, 2006.

[23] M. Coinchon, A.-P. Salovaara and J.-F. Wagen, "The Impact of Radio Propagation Predictions on Urban UMTS Planning," Proceedings of the IEEE 2002 International Zurich Seminar on 136 "On the Location-Aware Cooperative Spectrum Sensing in Urban Environment", Raouf Abozariba, Mohammad N. Patwary, Abdel-Hamid Soliman and Mohamed Abdel-Maguid. Broadband Communications, Access, Transmission, Networking, pp. 32-1 - 32-6, Feb. 2002.

[24] S. Atapattu, C. Tellambura and H. Jiang, "Energy Detection Based Cooperative Spectrum Sensing in Cognitive Radio Networks," in IEEE Transactions on Wireless Communications, vol. 10, pp. 1232–1241, Apr. 2011.