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Robust Power Control for OFDM-Based Cognitive Radio Networks with QoS Guarantee

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Abstract

Traditional power control schemes in Orthogonal Frequency Division Multiplexing based Cognitive Radio Networks (CRNs) are achieved under perfect channel state information (e.g., exact parameter information). Due to the effect of channel estimation errors and feedback delays, however, channel uncertainties are inevitable in practical CRNs. In this paper, considering bounded uncertainties of channel gains, a robust power control algorithm is proposed to minimize the total transmit power of Secondary Users (SUs) subject to interference power constraint of primary user and quality of service constraint of SU where the non-convex optimization problem is converted into a convex optimization problem that is solved by using robust optimization theory. Computer experiments demonstrate the effectiveness of the proposed algorithm by comparing with the non-robust algorithm in the aspect of suppressing the effect of parameter perturbation.

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References

  1. Mitola, J., III, & Maguire, G. Q., Jr. (1999). Cognitive radio: 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. Xu, Y. J., & Zhao, X. H. (2014). Robust probabilistic distributed power control algorithm for underlay cognitive radio networks under channel uncertainties. Wireless Personal Communications, 78(2), 1297–1312.

    Article  MathSciNet  Google Scholar 

  4. Mostaani, A., Sabahi, M. F., & Asadi, N. (2016). Obtaining a potential game throguh pricing to achieve optimal resource management in non-cooperative cognitive radio networks. Wireless Personal Communications, 87(1), 45–62.

    Article  Google Scholar 

  5. Xu, Y. J., Zhao, X. H., & Liang, Y.-C. (2015). Robust power control and beamforming cognitive radio networks: A survey. IEEE Communications Surveys & Tutorials, 17(4), 1834–1857.

    Article  Google Scholar 

  6. Bepari, D., & Mitra, D. (2015). Improved power loading scheme for orthogonal frequency division multiplexing based cognitive radio. IET Communications, 9(16), 2033–2040.

    Article  Google Scholar 

  7. Zhang, T., Chen, W., & Han, Z. (2014). Hierarchic power allocation for spectrum sharing in OFDM-based cognitive radio networks. IEEE Transactions on Vehicular Technology, 63(8), 4077–4091.

    Article  Google Scholar 

  8. Tang, L., Chen, Q. B., & Wang, G. Y. (2013). Opportunistic power allocation strategies and fair subcarrier allocation in OFDM-based cognitive radio networks. Telecommunication Systems, 52(4), 2071–2082.

    Article  Google Scholar 

  9. Krishnan, K. V., Sajith, R. M., & Khara, S. (2015). Dynamic resource allocation in OFDM based cognitive radio system considering primary user QoS and secondary user proportional constraints. Journal of Communications Technology and Electronics, 60(11), 1269–1275.

    Article  Google Scholar 

  10. Parsaeefard, S., & Sharafat, A. R. (2013). Robust distributed power control in cognitive radio networks. IEEE Transactions on Mobile Computing, 12(4), 609–620.

    Article  Google Scholar 

  11. Bedeer, E., Amin, O., Dobre, O. A., Ahmed, M. H., & Baddour, K. E. (2015). Energy-efficient power loading for OFDM-based cognitive radio systems with channel uncertainties. IEEE Transactions on Vehicular Technology, 64(6), 2672–2677.

    Article  Google Scholar 

  12. Wang, S. W., Shi, W., & Wang, C. (2015). Energy-efficient resource management in OFDM-based cognitive radio networks under channel uncertainty. IEEE Transactions on Communications, 63(9), 3092–3102.

    Article  Google Scholar 

  13. Kim, S. J., Soltani, N. Y., & Giannakis, G. (2013). Resource allocation for OFDMA cognitive radios under channel uncertainty. IEEE Transactions on Wireless Communications, 12(7), 3578–3587.

    Article  Google Scholar 

  14. Jun, P., Zhen, H., Zheng, Z., Tao, Y.W., & Li, W.R. (2013). A worst-case robust distributed power allocation in OFDM-based cognitive radio networks. In IEEE Chinese on Control Conference (ICCC 2013).

  15. Xu, Y. J., & Zhao, X. H. (2014). Robust rate maximization for OFDM-based cognitive radio networks. In IEEE Global Conference on Signal and Information Processing (GlobalSIP 2014).

  16. Aharon, B.-T., Laurent, E. G., & Arkadi, N. (2009). Robust optimization. Princeton: Princeton University Press.

    MATH  Google Scholar 

  17. Boyd, S., & Vandenberghe, L. (2004). Convex optimization. Cambridge: Cambridge University Press.

    Book  MATH  Google Scholar 

  18. Setoodeh, P., & Haykin, S. (2009). Robust transmit power control for cognitive radio. Proceedings of the IEEE, 97(5), 915–939.

    Article  Google Scholar 

Download references

Acknowledgements

The work was supported partly by the Natural Science Foundation of China (No. 61601071), National High-Tech Research and Development Program of China (863) (No. 2014AA01A701), Seventeenth Open Foundation of State Key Laboratory of Integrated Services Networks of Xidian University (No. ISN17-01), Scientific and Technological Research Program of Chongqing Municipal Education Commission (No. KJ16004012), Municipal Natural Science Foundation of Chongqing (No. CSTC2016JCYJA2197), and the Dr. Startup Founds of Chongqing University of Posts and Telecommunications (A2016-12).

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Correspondence to Yongjun Xu.

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Xu, Y., Chen, Q. & Huang, X. Robust Power Control for OFDM-Based Cognitive Radio Networks with QoS Guarantee. Wireless Pers Commun 96, 2125–2140 (2017). https://doi.org/10.1007/s11277-017-4289-x

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  • DOI: https://doi.org/10.1007/s11277-017-4289-x

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