Robust Resource Allocation in Full-Duplex-Enabled OFDMA Femtocell Networks

In this paper, we study resource allocation for full-duplex communications in an orthogonal frequency division multiple access femtocell network. We aim to maximize the throughput of the femtocell while avoiding severe inter-tier interference to the macrocell via joint sub-channel assignment and pow...

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Bibliographic Details
Published in:IEEE transactions on wireless communications 2017-10, Vol.16 (10), p.6382-6394
Main Authors: Sa Xiao, Xiangwei Zhou, Yi Yuan-Wu, Li, Geoffrey Ye, Wei Guo
Format: Article
Language:English
Subjects:
Femtocell networks
full duplex communications
Interference
Macrocell networks
Resource management
robust resource allocation
Robustness
Throughput
Ultrafast electronics
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Summary:In this paper, we study resource allocation for full-duplex communications in an orthogonal frequency division multiple access femtocell network. We aim to maximize the throughput of the femtocell while avoiding severe inter-tier interference to the macrocell via joint sub-channel assignment and power allocation. To be more practical, we take channel estimation error into account and use the robust optimization theory to model the uncertainty in interference channels. By using the Lagrangian dual method, we decompose the original optimization problem into a primal problem and a dual problem. We adopt the concave-convex procedure to transform the non-convex primal problem into a tractable form through sequential convex approximations and then utilize the sub-gradient method to solve the dual problem. Simulation results show the effectiveness of the proposed algorithm and demonstrate the impact of channel uncertainty on the system performance.
ISSN:1536-1276
1558-2248
DOI:10.1109/TWC.2017.2723399