Distributed Power and Channel Allocation for Cognitive Femtocell Network using a Coalitional Game Approach

被引:0
作者
Leanh, Tuan [1 ]
Tran, Nguyen H. [1 ]
Hong, Choong Seon [1 ]
机构
[1] Kyung Hee Univ, Dept Comp Engn, Seoul, South Korea
来源
2016 INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP) | 2016年
关键词
Cognitive femtocell network; resource allocation; power allocation; subchannel allocation; coalitional game; game theory; INTERFERENCE AVOIDANCE; SPECTRUM ACCESS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The cognitive femtocell network (CFN) integrated with cognitive radio-enabled technology has emerged as one of the promising solutions to improve wireless broadband coverage in indoor environment for next-generation mobile networks. In this paper, we study a distributed resource allocation that consists of subchannel- and power-level allocation in the uplink of the two-tier CFN comprised of a conventional macrocell and multiple femtocells using underlay spectrum access. The distributed resource allocation problem is addressed via an optimization problem, in which we maximize the uplink sum-rate under constraints of intra-tier and inter-tier interferences while maintaining the minimum rate requirement of the served femto users. Specifically, the aggregated interference from cognitive femto users to the macrocell base station is also kept under an acceptable level. We show that this optimization problem is NP-hard and propose a distributed framework to maximize the sumrate of network based on coalitional game in partition form. The proposed framework is tested based on the simulation results and shown to perform efficient resource allocation.
引用
收藏
页码:251 / 256
页数:6
相关论文
共 21 条
  • [1] [Anonymous], 2012, Game Theory in Wireless and Communication Networks: Theory, Models, and Applications
  • [2] Approximation schemes for NP-hard geometric optimization problems: a survey
    Arora, S
    [J]. MATHEMATICAL PROGRAMMING, 2003, 97 (1-2) : 43 - 69
  • [3] Core in a simple coalition formation game
    Banerjee, S
    Konishi, H
    Sönmez, T
    [J]. SOCIAL CHOICE AND WELFARE, 2001, 18 (01) : 135 - 153
  • [4] Bennis M., 2010, IEEE INT S PERS IND
  • [5] Boyd S, 2004, CONVEX OPTIMIZATION
  • [6] Femtocell Networks: A Survey
    Chandrasekhar, Vikram
    Andrews, Jeffrey G.
    Gatherer, Alan
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2008, 46 (09) : 59 - 67
  • [7] Uplink Capacity and Interference Avoidance for Two-Tier Femtocell Networks
    Chandrasekhar, Vikram
    Andrews, Jeffrey G.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (07) : 3498 - 3509
  • [8] Power control by geometric programming
    Chiang, Mung
    Tan, Chee Wei
    Palomar, Daniel P.
    O'Neill, Daniel
    Julian, David
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2007, 6 (07) : 2640 - 2651
  • [9] Do C. T., 2014, IEEE INT C INF NETW
  • [10] ENABLING SMALL CELL DEPLOYMENT WITH HETNET
    Hoadley, John
    Maveddat, Payam
    [J]. IEEE WIRELESS COMMUNICATIONS, 2012, 19 (02) : 4 - 5