Network Traffic Simulation - Simulation Methods

Simulation Methods

There are generally two kinds of simulations used to model telecommunications networks, viz. discrete and continuous simulations. Discrete simulations are also known as discrete event simulations, and are event-based dynamic stochastic systems. In other words, the system contains a number of states, and is modelled using a set of variables. If the value of a variable changes, this represents an event, and is reflected in a change in the system’s state. As the system is dynamic, it is constantly changing, and because it is stochastic, there is an element of randomness in the system. Representation of discrete simulations is performed using state equations that contain all the variables influencing the system.

Continuous simulations also contain state variables; these however change continuously with time. Continuous simulations are usually modelled using differential equations that track the state of the system with reference to time.

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