Title :
A Stackelberg Game Approach for Energy-Efficient Resource Allocation and Interference Coordination in Heterogeneous Networks
Author :
Yuanshuang Wang ; Xia Wang ; Jun Shi
Author_Institution :
Electron. & Inf. Eng., Xi´an Jiaotong Univ., Xi´an, China
Abstract :
In this paper, we propose a game-theoretical approach for energy-efficient resource allocation and interference coordination in heterogeneous networks (Het Nets). Considering the joint interaction of cross-tier interference and energy consumption in a two-tier Het Net consisting of one central macro and N picos, we develop the system model and measure the energy efficiency (EE) by utility. Since global optimization of the Het Net EE is intractable and computationally expensive, we formulate the optimization problems for macro and picos respectively as a two-stage Stackelberg game. Then we employ a backward induction method to solve this game model and analyze the method complexity. Simulation results verify the performance of the proposed approach and it can be easily implemented in a distributed manner in practical Het Nets.
Keywords :
energy conservation; game theory; radio networks; radiofrequency interference; telecommunication power management; Het Nets; Stackelberg game; cross-tier interference; energy consumption; energy-efficient resource allocation; game model; heterogeneous networks; interference coordination; Complexity theory; Energy efficiency; Games; Interference; Optimization; Pricing; Resource management; Energy efficiency; Heterogeneous networks; Resource allocation; Stackelberg game;
Conference_Titel :
Computer and Information Technology (CIT), 2014 IEEE International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/CIT.2014.14