Modeling stochastic processes related to telecommunications, represents one of the most proficuous research areas of the group. Through the years,several approaches based on Hidden Markov Models (HMM) and chaos theory have been proposed. To provide tools for the simulation of wireless channels and traffic in packet communications networks.