Abstract
We consider resource assignment and power allocation problem in femtocells under channel estimation errors. Our formulation is to maximize the throughput of femtocell users that share spectrum resources with macrocell base station (MBS) while limiting interference between macrocell and femtocells. Using cognitive capabilities, femtocell basestations (FBS) can acquire the needed information about the neighboring MBS users to reduce cross-tier interference between FBS and MBS users. We analyze the distributions of signal to interference and noise ratio (SINR) of MBS users and signal to interference ratio (SIR) of FBS users. Based on the analytical results, we present resource assignment and power allocation solutions to maximize the mean sum rate subject to SINR and SIR outage constraints, along with simulation verifications.
This material is based upon work supported by National Science Foundation under Grants ECCS-1307820, CNS-1443870, and CNS-1457060. The work of the \(1^{st}\) author is also supported by an Egyptian Government grant.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Chandrasekhar, V., Andrews, J., Gatherer, A.: Femtocell networks: a survey. IEEE Communications Magazine 46(9), 59–67 (2008)
Al-Rubaye, S., Al-Dulaimi, A., Cosmas, J.: Cognitive femtocell. IEEE Vehicular Technology Magazine 6(1), 44–51 (2011)
Andrews, J., Claussen, H., Dohler, M., Rangan, S., Reed, M.: Femtocells: Past, present, and future. IEEE Journal Selected Areas in Communications 30(3), 497–508 (2012)
Wang, W., Yu, G., Huang, A.: Cognitive radio enhanced interference coordination for femtocell networks. IEEE Communications Magazine 51(6), 37–43 (2013)
Oh, D., Lee, H., Lee, Y.: Cognitive radio based femtocell resource allocation. In: International Conference on Information and Communication Technology Convergence (ICTC), pp. 274–279, November 2010
Sun, D., Zhu, X., Zeng, Z., Wan, S.: Downlink power control in cognitive femtocell networks. In: International Conference on Wireless Communications and Signal Processing (WCSP), pp. 1–5, November 2011
Zhang, L., Yang, L., Yang, T.: Cognitive interference management for LTE-A femtocells with distributed carrier selection. In: IEEE 72nd Vehicular Technology Conference Fall (VTC 2010-Fall), pp. 1–5, September 2010
Xie, R., Yu, F., Ji, H.: Spectrum sharing and resource allocation for energy-efficient heterogeneous cognitive radio networks with femtocells. In: IEEE International Conference on Communications (ICC), pp. 1661–1665, June 2012
Lien, S., Lin, Y., Chen, K.: Cognitive and game-theoretical radio resource management for autonomous femtocells with QoS guarantees. IEEE Transactions on Wireless communication 10(7), 2196–2206 (2011)
Karp, R.M.: Reducibility among combinatorial problems. In: A Symposium on the Complexity of Computer Computations, pp. 85–103 (1972)
Yoo, T., Goldsmith, A.: Capacity and power allocation for fading mimo channels with channel estimation error. IEEE Transactions on Information Theory 52(5), 2203–2214 (2006)
Teh, Y., Newman, D., Welling, M.: A collapsed variational Bayesian inference algorithm for latent Dirichlet allocation. Advances in Neural Information Processing Systems 19, 1353–1360 (2007)
Walck, C.: Handbook on Statistical Distributions for Experimentalists. University of Stockholm press, Sweden (2000)
Kuhn, H.W.: The hungarian method for the assignment problem. Naval Research Logistics 52(1), 7–21 (2005)
Munkres, J.: Algorithms for the assignment and transportation problems. Society for Industrial and Applied Mathematics 5(1), 32–38 (1957)
Tamura, S., Kodera, Y., Taniguchi, S., Yanase, T.: Feasiblity of hungarian algorithm based scheduling. In: IEEE International Conference on Systems Man and Cybernetics (SMC), pp. 1185–1190, October 2010
Bellur, U., Kulkarni, R.: Improved matchmaking algorithm for semantic web services based on bipartite graph matching. In: IEEE International Conference on Web Services, ICWS 2007, pp. 86–93, July 2007
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Institute for Computer Science, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Elmaghraby, H.M., Qin, D., Ding, Z. (2015). Downlink Scheduling and Power Allocation in Cognitive Femtocell Networks. In: Weichold, M., Hamdi, M., Shakir, M., Abdallah, M., Karagiannidis, G., Ismail, M. (eds) Cognitive Radio Oriented Wireless Networks. CrownCom 2015. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 156. Springer, Cham. https://doi.org/10.1007/978-3-319-24540-9_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-24540-9_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-24539-3
Online ISBN: 978-3-319-24540-9
eBook Packages: Computer ScienceComputer Science (R0)