Stochastic learning solution for constrained Nash Equilibrium throughput in non saturated wireless collision channels

Abstract

We consider finite number of users, with infinite buffer storage, sharing a single channel using the aloha medium access protocol. This is an interesting example of a non saturated collision channel. We investigate the uplink case of a cellular system where each user will select a desired throughput