Abstract
The problem of interference management and power control in two-tier heterogeneous network is investigated in this paper. Due to the time-varying characteristics of channels, the optimal transmit power changes with time. A hierarchical power control based on Kalman filter is proposed. Using Kalman filter, the current uplink transmit power under the influence of time varying channel gains due to the shadow fading effect is obtained by estimating the power of the last moment. This proposed method follows the slowly varying channel characteristics under the influence of the shadow fading effect in order to obtain an accurate power allocation. The proposed power control method is verified by computer simulations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Chandrasekhar, V., Andrews, J.G., Gatherer, A.: Femtocell networks: a survey. IEEE Commun. Mag. 46(9), 59–67 (2008)
Ghosh, A., Mangalvedhe, N., Ratasuk, R., et al.: Heterogeneous cellular networks: from theory to practice. IEEE Commun. Mag. 50(6), 54–64 (2012)
Zhang, H., Dong, Y., Cheng, J., Hossain, Md.J., Leung, V.C.M.: Fronthauling for 5G LTE-U ultra dense cloud small cell networks. IEEE Wirel. Commun. 23(5), 48–53 (2016)
Zhang, L., Nie, W., Feng, G., Zheng, F.C., Qin, S.: Uplink performance improvement by decoupling uplink/downlink access in HetNets. IEEE Trans. Veh. Technol. 66(8), 6862–6876 (2017)
Martin-Vega, F.J., Gomez, G., Aguayo-Torres, M.C., Di Renzo, M.: Analytical modeling of interference aware power control for the uplink of heterogeneous cellular networks. IEEE Trans. Wirel. Commun. 15(10), 6742–6757 (2016)
Chandrasekhar, V., Andrews, J.G., Muharemovic, T., Shen, Z., Gatherer, A.: Power control in two-tier femtocell networks. IEEE Trans. Wirel. Commun. 8(8), 4316–4328 (2009)
Dong, I.K., Shin, E.H., Mi, S.J.: Hierarchical power control with interference allowance for uplink transmission in two-tier heterogeneous networks. IEEE Trans. Wirel. Commun. 14(2), 616–627 (2015)
Alawieh, B., Assi, C., Ajib, W.: A distributed correlative power control scheme for mobile Ad Hoc networks using prediction filters. In: 21st International Conference on Advanced Information Networking and Applications, pp. 23–30. IEEE Press, New York (2007)
Han, Q., Yang, B., Wang, X.: Hierarchical-game-based uplink power control in femtocell networks. IEEE Trans. Veh. Technol. 63(6), 2819–2835 (2014)
Brown, R.G., Hwang, P.Y.C.: Introduction to Random Signals and Applied Kalman Filtering. Wiley, New York (1997)
Acknowledgment
This research was supported by the National Natural Science Foundation of China (61861034, 61461035), the Natural Science Foundation of Inner Mongolia (2018MS06004).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2019 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Sun, K., Cao, Y., Shen, A., Yue, X., Huang, W. (2019). Power Control Based on Kalman Filter for Uplink Transmission in Two-Tier Heterogeneous Networks. In: Jia, M., Guo, Q., Meng, W. (eds) Wireless and Satellite Systems. WiSATS 2019. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 281. Springer, Cham. https://doi.org/10.1007/978-3-030-19156-6_4
Download citation
DOI: https://doi.org/10.1007/978-3-030-19156-6_4
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-19155-9
Online ISBN: 978-3-030-19156-6
eBook Packages: Computer ScienceComputer Science (R0)