Resource Allocation to Maximize Fairness and Minimize Interference for Maximum Spectrum Reuse in 5G Cellular Networks
The large number of internet-connected devices will continue to drive growth in data traffic in an exponential way, forcing network operators to increase the capacity of wireless networks. To do so in the cost-effective way a paradigm shift is occurring in 5G cellular networks from high power macro base station to small cell heterogeneous networks known as microcells, picocells, and femtocells. This paradigm shift of 5G cellular networks gives many opportunities ranging from increase capacity to reuse the scarce spectrum resources to coexistence to interference minimization etc. The coexistence of heterogeneous small cells makes the resource allocation, interference management, and maximum fairness among the users more complicated. In this paper, we formulate the resource allocation for spectrum reuse maximization, interference minimization and user level fairness in heterogeneous small cells 5G cellular networks as a NP-hard problem. We design centralized and probability based heuristic for the above resource allocation problem in-order to minimize interference and to achieve maximum spectrum reuse and fairness among the users in feasible computational complexity. We show through extensive network simulations that our proposal outperforms existing centralized interfering model (INT) and distributed random access (DRA) in both low and high-density networks.
A. Pratap et al., "Resource Allocation to Maximize Fairness and Minimize Interference for Maximum Spectrum Reuse in 5G Cellular Networks," Proceedings of the 2018 IEEE 19th International Symposium on a World of Wireless, Mobile and Multimedia Networks (2018, Chania, Greece), Institute of Electrical and Electronics Engineers (IEEE), Jun 2018.
The definitive version is available at https://doi.org/10.1109/WoWMoM.2018.8449760
IEEE 19th International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM 2018 (2018: Jun. 12-15, Chania, Greece)
Intelligent Systems Center
Second Research Center/Lab
Center for High Performance Computing Research
Keywords and Phrases
Algorithms; Computational complexity; Cost effectiveness; Digital storage; Heterogeneous networks; Mobile telecommunication systems; Resource allocation; Wireless networks; Wireless telecommunication systems; Cellular network; Connected Devices; Interference management; Interference minimizations; LTE-A; Network simulation; Random; Resource allocation problem; 5G mobile communication systems; 5G cellular networks
International Standard Book Number (ISBN)
Article - Conference proceedings
© 2018 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.
01 Jun 2018