Abstract: In this dissertation an applied observational study is developed to validate through simulation a theoretical model based on the quorum sensing for multi-agent communication to manage files within an Ad-Hoc network. The simulation of the model was carried out using NS-3 simulator under two different scenarios and proper statistical techniques were used to analyze the response. Additionally in order to gain more knowledge about the model sensibility analysis were performed.