A Survey on best three Mathematical Models for the issues in Network Layers

Abstract

A study on various mathematical models for networks have been done along with the concepts of wireless network, optical communication, radio communication, acoustic communication and issues in networks are identified. The best three mathematical models stochastic network calculus, deterministic network calculus and wireless network calculus are taken and the analysis was made. The important 28 parameters in networks are identified and the best three models are analyzed with all these parameters are addressed. The other existing models are Queuing theory, queuing network theory, Markov fluid model, Markov poisson model and sensor network calculus. The main significance of the work is to identify whether model is available for the identified parameters.