A Game Theoretic Distributed Algorithm for FeICIC Optimization in LTE-A HetNets

被引:19
|
作者
Liu, Ye [1 ,2 ]
Chen, Chung Shue [3 ]
Sung, Chi Wan [4 ]
Singh, Chandramani [5 ]
机构
[1] Nokia Bell Labs, Ctr Villarceaux, F-91620 Nozay, France
[2] Loughborough Univ Technol, Wolfson Sch Mech Mfg & Elect Engn, Loughborough LE11 3TU, Leics, England
[3] Nokia Bell Labs, Networks Dept, Math Dynam & Complex, F-91620 Nozay, France
[4] City Univ Hong Kong, Coll Sci & Engn, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
[5] Indian Inst Sci, Dept Elect Syst Engn, Bengaluru 560012, India
基金
英国工程与自然科学研究理事会;
关键词
LTE/LTE-A; heterogeneous networks; resource allocation; distributed optimization; potential game; INTERCELL INTERFERENCE COORDINATION; HETEROGENEOUS NETWORKS; RESOURCE-ALLOCATION; CELLULAR NETWORKS;
D O I
10.1109/TNET.2017.2748567
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:3500 / 3513
页数:14
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