Title :
Network economics approach to data offloading and resource partitioning in two-tier LTE HetNets
Author :
Tai Manh Ho ; Tran, Nguyen H. ; Long Bao Le ; Ahsan Kazmi, S.M. ; Seung Il Moon ; Choong Seon Hong
Author_Institution :
Dept. of Comput. Eng., Kyung Hee Univ., Suwon, South Korea
Abstract :
In two-tier LTE heterogeneous networks (HetNets), picocells can be offered radio resource in order to mitigate interference to picocell users in downlink transmission from high-power macrocell base station (MBS). This becomes important in order to maintain efficient operation of the network and generate benefit tradeoff between macrocell and picocells. In this paper, we propose a game based approach for joint resource partitioning and data offloading scheme to determine the amount of radio resource a MBS should offer to picocells and to determine how much traffic each picocell access point (AP) should admit from MBS. In our proposal, a two-stage Stackelberg game theory is applied to optimize the strategies of both MBS and APs in order to maximize both of their utilities and this scheme is implemented using the notion of Almost Blank Subframes (ABS) proposed in the LTE standard.
Keywords :
4G mobile communication; Long Term Evolution; game theory; picocellular radio; telecommunication traffic; ABS; MBS; almost blank subframes; benefit tradeoff generation; data offloading scheme; downlink transmission; high-power macrocell base station; interference mitigation; joint resource partitioning; network economics approach; picocell access point; radio resource; resource partitioning; two-stage Stackelberg game theory; two-tier LTE HetNets; two-tier LTE heterogeneous networks; Data models; Economics; Games; Joints; Linear programming; Macrocell networks; Nash equilibrium; 4G LTE; Game Theory; Heterogeneous Networks; data offloading; resource partitioning;
Conference_Titel :
Integrated Network Management (IM), 2015 IFIP/IEEE International Symposium on
Conference_Location :
Ottawa, ON
DOI :
10.1109/INM.2015.7140408