Analysis of emergency message dissemination in vehicular networks

Abstract

Safety-critical applications form the main motivation for intelligent transportation systems. Studying the major concerns in such applications, i.e., delay and reliability, through mathematical analysis is extremely beneficial because it enables us to design optimized schemes. Such analysis is, however, challenging due to the dynamics of such a network. In this paper, we present a mathematical model that bounds the delay of emergency message dissemination in vehicular networks. We make some interesting observations from the presented model. First, the end-to-end reliability has a fairly fast transition over time which we formally prove this observation. The second observation from the analytical model confirms the fact that using the vehicle density on the road is a good metric for setting the right forwarding probability in vehicles. We exploit this conclusion and propose a completely distributed forwarding strategy. Simulation studies indicate that our model does capture the delay characteristics of vehicular networks. It also affirms the effectiveness of our warning dissemination scheme in terms of delay and single-hop reliability. We believe that this is a promising step towards accurate characterization of communication delay and reliability in vehicular networks.