In this paper, we consider the problem of wireless power control in an interference channel where transmitters aim to maximize their own benefit. When the individual payoff or utility function is derived from the transmission efficiency and the spent power, previous works typically study the Nash equilibrium of the resulting power control game. We propose to introduce concepts of correlated and communication equilibria from game theory to find efficient solutions (compared to the Nash equilibrium) for this problem. Communication and correlated equilibria are analyzed for the power control game, and we provide algorithms that can achieve these equilibria. Simulation results demonstrate that the correlation is beneficial under some settings, and the players achieve better payoffs.
翻译:在本文中,我们考虑的是无线电源控制在干扰频道中的问题,在干扰频道中,发射机的目的是最大限度地扩大自身的利益。当个人报酬或公用事业功能来自传输效率和用电量时,以往的工作通常会研究由此而来的权力控制游戏的纳什平衡。我们提议从游戏理论中引入关联和沟通平衡的概念,以找到这一问题的有效解决方案(与纳什平衡相比 ) 。 通信和关联平衡为权力控制游戏进行了分析,我们提供了能够实现这些平衡的算法。 模拟结果表明,在某种环境下,相关性是有利的,玩家也得到了更好的回报。