Title :
A Variable-Population Evolutionary Game Model for Resource Allocation in Cooperative Cognitive Relay Networks
Author :
Zhaowei Zhang ; Hailin Zhang
Author_Institution :
State Key Lab. of Integrated Service Networks, Xidian Univ., Xi´´an, China
Abstract :
Cooperative cognitive relay networks (CCRN) combine cognitive radio and cooperative relay technologies to improve resource utilization efficiency. In such a network, each secondary user (SU) can act as one relay node to cooperate with its selected primary user (PU), in exchange of this PU´ spectrum access opportunities. Thus, there exists an inevitable problem: how the SUs with different individual channel conditions make the optimal decisions of PU selection, if there are multiple PUs. In this letter, a variable-population evolutionary game model (VPEGM) is firstly proposed to analyze the competition among the SUs in which channel condition´s influence on SU´s PU selection is discussed. Also the simulation results are presented to analyze the performance of this game.
Keywords :
cognitive radio; cooperative communication; evolutionary computation; game theory; resource allocation; CCRN; PU selection; SU; VPEGM; channel conditions; cooperative cognitive relay networks; primary user; resource allocation; resource utilization efficiency improvement; secondary user; spectrum access opportunities; variable-population evolutionary game model; Cognitive radio; Equations; Games; Mathematical model; Relays; Sociology; Statistics; Cooperative cognitive relay; PU selection; channel condition; evolutionary game; variable population;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.122012.122676