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Network games theory, models and dynamic: synthetic lectures on communication networks
This monograph studies game theoritic models of resource allocation among selfish agents in networks. The first of the monograph introduces fundamental game theoritic topics. emphasis is given to the analysis of dynamicss in game theoritic situations, which is curcial for design and control of networked systems. The second part of monograph applies the game theoritic tools for the analysis of resources allocation in communication networks. We set up a general model of routing in wireline networks, emphasizing the congestion problems caused by delay and packet loss. In particular, we develop a systematic approach to characterizing the inefficiencies of network equilibria, and highlight the effect of autonomous service providers on nerwork performance. We then turn to examining distributed power control in wireles networks. We show that the resulting Nash equilibria can be efficient if the degree of freedom given to end users is properly designed.
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