Multiobjective Subchannel and Power Allocation in Interference-Limited Two-Tier OFDMA Femtocell Networks

被引:13
|
作者
Sharma, Nitin [1 ]
Badheka, Divyakumar [1 ]
Anpalagan, Alagan [2 ]
机构
[1] Birla Inst Technol & Sci Pilani, Goa Campus, Zuarinagar 403726, Goa, India
[2] Ryerson Univ, Dept Elect & Comp Engn, Toronto, ON M5B 2K3, Canada
来源
IEEE SYSTEMS JOURNAL | 2016年 / 10卷 / 02期
关键词
Femtocells; multiobjective optimization; non-dominated sorting genetic algorithm version II (NSGA-II); orthogonal frequency-division multiplexing; power allocation; RESOURCE-ALLOCATION; MANAGEMENT; SCHEMES;
D O I
10.1109/JSYST.2014.2308438
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The cochannel deployment of femtocells in a macrocell network is a cost-effective and efficient way to increase network coverage and capacity. However, such deployment is exigent due to the presence of inter-and intratier interference and the ad hoc operation of femtocells. Motivated by the flexible subchannel allocation capability of orthogonal frequency-division multiple access, in this paper, we consider the problem of joint subchannel and power allocation in both the uplink and downlink of a two-tier orthogonal-frequency-division-multiplexing-based femtocell network. It is a multiobjective optimization problem that aims to maximize the throughput of all users, simultaneously increasing the power efficiency of femtocell base stations. Interference to macrocell users is kept below a certain tolerable threshold. The minimum-rate requirements of delay-sensitive users are also taken into consideration. The problem is solved using nondominated sorting genetic algorithm version II, and the results are compared with the existing solution.
引用
收藏
页码:544 / 555
页数:12
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