Resource Partitioning in Heterogeneous Networks Based on Bargaining Theory

In heterogeneous networks, interference management is a crucial issue. Resource partitioning is one of the solution of enhanced intercell interference coordination (eICIC) in LTE-A. In this paper, we propose a bargaining-based resource partitioning. We model a net profit model considering service profit as well as operating expense, and analyze the Nash bargaining solution (NBS). For solving the NBS, we consider two algorithms: concurrent and sequential bargaining. In sequential bargaining, the NBS is dominated by a bargaining order. To mitigate this effect, we further study a bargaining power adaptation scheme. We verify the performance of the NBS and the bargaining power adaptation scheme by means of simulations. It is shown that proposed NBS can maintain fairness with little throughput degradation. Our results can be applied as a guideline for fair resource partitioning with economic efficiency.

[1]  Leandros Tassiulas,et al.  Bargaining-Based Mobile Data Offloading , 2014, IEEE Journal on Selected Areas in Communications.

[2]  Jun Wang,et al.  Optimized time-domain resource partitioning for enhanced inter-cell interference coordination in heterogeneous networks , 2012, 2012 IEEE Wireless Communications and Networking Conference (WCNC).

[3]  J. Nash THE BARGAINING PROBLEM , 1950, Classics in Game Theory.

[4]  Zhu Han,et al.  Game Theory in Wireless and Communication Networks , 2008 .

[5]  Walid Saad,et al.  Game Theory in Wireless and Communication Networks: Preface , 2011 .

[6]  Gert Frølund Pedersen,et al.  COST 231 - Digital Mobile Radio Towards Future generation Systems , 1999 .

[7]  Mihaela van der Schaar,et al.  Bargaining Strategies for Networked Multimedia Resource Management , 2007, IEEE Transactions on Signal Processing.

[8]  Klaus I. Pedersen,et al.  Performance Analysis of Enhanced Inter-Cell Interference Coordination in LTE-Advanced Heterogeneous Networks , 2012, 2012 IEEE 75th Vehicular Technology Conference (VTC Spring).

[9]  Ashwin Sampath,et al.  Cell Association and Interference Coordination in Heterogeneous LTE-A Cellular Networks , 2010, IEEE Journal on Selected Areas in Communications.

[10]  Ken Binmore,et al.  Fun and games : a text on game theory , 1992 .

[11]  Meryem Simsek,et al.  When cellular meets WiFi in wireless small cell networks , 2013, IEEE Communications Magazine.

[12]  J. Nash Two-Person Cooperative Games , 1953 .

[13]  Naga Bhushan,et al.  LTE-Advanced: Heterogeneous networks , 2010, 2010 European Wireless Conference (EW).

[14]  Jeffrey G. Andrews,et al.  Joint Resource Partitioning and Offloading in Heterogeneous Cellular Networks , 2013, IEEE Transactions on Wireless Communications.

[15]  D. Bernoulli Exposition of a New Theory on the Measurement of Risk , 1954 .

[16]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.