Abstract
The efficient utilization of radio resources is a fundamental issue in cognitive radio (CR) networks. Thus, a novel cognitive radio resource management (RRM) is proposed to improve the spectrum utilization efficiency. An optimization framework for RRM is developed that makes the following contributions: (i) considering heterogeneous primary users (PUs) with multiple features stored in a radio environment map database, (ii) allowing variable CR demands, (iii) assuring interference protection towards PUs. After showing that the optimal solution is computationally infeasible, a suboptimal solution is consequently proposed. Performance evaluation is conducted in terms of total achieved data rate and satisfaction of CR requirements.







Similar content being viewed by others
References
Akyildiz, I. F., Lee, W. -Y., Vuran, M. C., & Mohanty S. (2006). Next generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks 50(13), 2127–2215.
Canberk, B., Akyildiz, I. F., & Oktug, S. (2011). Primary user activity modeling using first-difference filter clustering and correlation in cognitive radio networks. IEEE/ACM Transactions on Networking, 19(1), 170–183.
Fitzek, F. H. P., & Reisslein, M. (2001). MPEG-4 and H.263 video traces for network performance evaluation. IEEE Network, 15(6), 40–54.
Hou, Y. T., Shi, Y., & Sherali, H. D. (2008). Spectrum sharing for multi-hop networking with cognitive radios. IEEE Journal on Selected Areas in Communications, 26(1), 146–155.
Hu, D., & He, L. (2010). Pilot design for channel estimation in OFDM-based cognitive radio systems. IEEE International Conference on Communications, ICC 2010, pp. 1–5.
Iyengar, R., Kar, K., & Sikdar, B. (2006). Scheduling algorithms for PMP operation in IEEE 802.16 networks. RAWNET 2006 workshop, in Conjunction with WiOPT 06, Boston, MA.
McHenry, M., & McCloskey, D. (2004). New York City spectrum occupancy measurements September 2004.
Mohanram, C., & Bhashyam, S. (2005). A sub-optimal joint subcarrier and power allocation algorithm for multiuser OFDM. IEEE Communications Letters, 9(8), 685–687.
Petrova, M., & Mahonen, P. (2007). Cognitive resource manager: a cross-layer architecture for implementing cognitive radio networks. In: F. Fittzek, & M. Katz (Eds.), Cognitive wireless networks. Berlin: Springer.
van de Beek, J., Cai, T., Grimoud, S., Mhnen, P., Nasreddine, J., Riihijrvi, J., et al. (2012). How a layered REM architecture brings cognition to today’s mobile networks. IEEE Wireless Communication Magazine, 19(4), 17–24.
Vizziello, A., Akyildiz, I. F., Agusti, R., Favalli, L., & Savazzi, P. (2010). OFDM signal type recognition and adaptability effects in cognitive radio networks. In Proceedings of the IEEE GLOBECOM 2010. Miami, Florida, USA.
Vizziello, A., & Perez-Romero, J. (2011). System architecture in cognitive radio networks using a radio environment map. In Proceedigs of the CogART 2011, (invited paper). Barcelona, Spain.
Vizziello, A., Akyildiz, I. F., Agusti, R., Favalli, L., & Savazzi, P. (2011). Cognitive radio resource management exploiting heterogeneous primary users. In Proceedings of the IEEE GLOBECOM 2011. Houston, Texas, USA.
Wang, B., & Liu, K. J. R. (Feb. 2011). Advances in cognitive radio networks: A survey. IEEE Journal of Selected Topics in Signal Processing, 5(1), 5–23.
Zhao, Y., Morales, L., Gaeddert, J., Bae, K., Um, J. -S., & Reed, J. (2007). Applying radio environment maps to cognitive wireless regional area networks. In Proceedings of the IEEE DySPAN 2007. pp. 115–118.
Author information
Authors and Affiliations
Corresponding author
Additional information
The work of Ian F. Akyildiz and Ramon Agustí was supported by the European Commission in the framework of the FP7 FARAMIR Project (Ref. ICT- 248351).
Rights and permissions
About this article
Cite this article
Vizziello, A., Akyildiz, I.F., Agustí, R. et al. Cognitive radio resource management exploiting heterogeneous primary users and a radio environment map database. Wireless Netw 19, 1203–1216 (2013). https://doi.org/10.1007/s11276-012-0528-y
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11276-012-0528-y