Title :
Research on power control algorithm based on game theory in cognitive radio system
Author :
Hou, Yanli ; Wang, Yafang ; Hu, Boning
Author_Institution :
Inst. of Inf. Sci. & Eng., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
The power control in multi-antenna cognitive radio system has been researched with the idea of game theory. In the system, to gain its own maximal utility, every user improves the transmitting power selfishly not considering other users, so the other users choose the corresponding strategies, the interactive and repeated process is actually a kind of non-cooperative game, that will reach a balanced state that is called Nash equilibrium, which makes the system achieves maximal utility. Establish the game theory model for power control problem, construct the global information transmission rate as the utility function, and prove the existence of Nash equilibrium in the game process, then propose to search the Nash equilibrium point making use of the chaotic optimization algorithm, derive the transmission power of all users. The experimental results illustrate that this method gets the transmission power that makes the global information transmission rate maximal with finite game iterations, which proves the proposed algorithm efficient.
Keywords :
cognitive radio; game theory; iterative methods; multibeam antennas; optimisation; Nash equilibrium; chaotic optimization algorithm; finite game iterations; game process; game theory; global information transmission rate; maximal utility; multiantenna cognitive radio system; noncooperative game; power control algorithm; transmission power; utility function; Chaos; Games; Interference; Nash equilibrium; Power control; Signal processing algorithms; chaotic optimization; cognitive radio; game theory; power control;
Conference_Titel :
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-6892-8
Electronic_ISBN :
978-1-4244-6893-5
DOI :
10.1109/ICSPS.2010.5555470