To obtain good network performance in Long Term Evolution-Advanced (LTE-A) heterogeneous networks (HetNets), enhanced inter-cell interference coordination (eICIC) and further eICIC (FeICIC) have been proposed by LTE standardization bodies to address the entangled inter-cell interference and the user association problems. We propose the distributed algorithms based on the exact potential game framework for both eICIC and FeICIC optimizations. We demonstrate via simulations a 64% gain on energy efficiency (EE) achieved by eICIC and another 17% gain on EE achieved by FeICIC. We also show that FeICIC can bring other significant gains in terms of cell-edge throughput, spectral efficiency, and fairness among user throughputs. Moreover, we propose a downlink scheduler based on a cake-cutting algorithm that can further improve the performance of the optimization algorithms compared with conventional schedulers.
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- Distributed algorithms
- Heterogeneous networks
Liu, Y., Chen, C. S., Sung, C. W., & Singh, C. (2017). A game theoretic distributed algorithm for FeICIC optimization in LTE-A HetNets. IEEE/ACM Transactions on Networking, 25(6), 3500 - 3513. https://doi.org/10.1109/TNET.2017.2748567