Title :
Poster: Spectrum access mechanism based on graphical evolutionary game for radio network
Author :
Fangwei Li ; Yinghui Yuan ; Jiang Zhu ; Haibo Zhang
Author_Institution :
Chongqing Key Lab. of Mobile Commun. Technol., Chongqing Univ. of Posts & Telecommun., Chongqing, China
Abstract :
In order to realize efficient data transmission for multiple bounded rationality users sharing multiple channels in radio network, a spectrum access mechanism based on graphical evolutionary game is proposed. The mechanism can reflect the real game relationship among users, thus simplifying the complexity of the game. Meanwhile, a dynamic spectrum access algorithm with smaller complexity and corresponding dynamic equation are designed for the mechanism, converging to Nash equilibrium with faster speed and obtaining higher system throughput. At Nash equilibrium, the reward of individual user is identical on each channel and user having less neighboring users has higher reward. Theoretical analysis shows that the dynamic equation is globally asymptotically stable, which illustrates that when user deviates because of bounded rationality and it is still able to guarantee better performance and user´s deviation only affects its neighboring users, not spreading to the whole network. Simulation comparison verifies the superiority above.
Keywords :
evolutionary computation; game theory; radio networks; radio spectrum management; Nash equilibrium; dynamic equation; dynamic spectrum access algorithm; graphical evolutionary game; radio network; spectrum access mechanism; Equations; Games; Heuristic algorithms; Mathematical model; Nash equilibrium; Radio networks; Telecommunications; Nash equilibrium; dynamic equation; graphical evolutionary game; spectrum access mechanism;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2014 9th International Conference on
DOI :
10.1109/CHINACOM.2014.7054388