Game-Theoretic Network Resource Selection with Long-term Sustainability
Long-term sustainable systems requires fairness among all players. Each player aims at rationally maximizing the time average of its own utility from the viewpoint of the long-term strategy. Since the resources occupied by one player affect other player’s choice, it is necessary to design the incentives maximizing the utility of each player and ensuring fairness among all players. In this research, we plan to formulate the network resource selection problem as a repeated stochastic game and design the incentives to meet the above constraints. In addition, we also plan to propose a solution to use a Lyapunov optimization algorithm and then analyze the characteristics of the proposed scheme.