Abstract
In this paper, the power allocation problem in cognitive underlay system is studied given a number of samples of interference channel’s gain. System throughput of secondary users is aimed to be maximized while limiting the worst-case interference outage probability. With only a number of samples of interference channel’s gain, we define an uncertain region of possible probability density function (PDF) of interference channel’s gain and further derive the closed-form expression for the interference outage probability constraint. By replacing the formulated constraint on interference outage probability with closed-form one, we show the originally formulated problem is a convex optimization problem.
Supported by National Natural Science Foundation of China with Grant No. 61601025, and China Scholarship Council.
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References
Zhou, Z., Jia, Y., Chen, F., Tsang, K., Liu, G., Han, Z.: Unlicensed spectrum sharing: from coexistence to convergence. IEEE Wirel. Commun. 24(5), 94–101 (2017)
Kim, D., Le, L.B., Hossain, E.: Joint rate and power allocation for cognitive radios in dynamic spectrum access environment. IEEE Trans. Wirel. Commun. 7(12), 5517–5527 (2008)
Ding, Z., et al.: A survey on non-orthogonal multiple access for 5G networks: research challenges and future trends. IEEE J. Sel. Areas Commun. 35(10), 2181–2195 (2017)
Shawe-Taylor, J., Cristianini, N.: Estimating the moments of a random vector with applications (2003). http://eprints.soton.ac.uk/260372/1/EstimatingTheMomentsOfARandomVectorWithApplications.pdf
Calafiore, G., El Ghaoui, L.: On distributionally robust chance-constrained linear programs. J. Optim. Theory Appl. 130(1), 1–22 (2006)
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© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
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Fan, R., Gu, Q., An, X., Zhang, Y. (2019). Robust Power Allocation for Cognitive Radio System in Underlay Mode. In: Li, B., Yang, M., Yuan, H., Yan, Z. (eds) IoT as a Service. IoTaaS 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 271. Springer, Cham. https://doi.org/10.1007/978-3-030-14657-3_44
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DOI: https://doi.org/10.1007/978-3-030-14657-3_44
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