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WIRELESS COMMUNICATION NETWORKS
Modeling and Simulation
Scale
A common Issue How accurate do you need? What are you trying to understand? What are your assumptions?
Scale
Examples Experiments to understand connection dynamics in a
cell phone network Mobility is important Connection info is important
What might be left out Cell hardware? Routing algorithms? Voice only (no data)? MAC protocol transients
Scale
Examples Experiments to discover effect of transience in BGP in
high-tier internet traffic DES may not even be sufficient! Need fine-granularity Still may not need MAC protocols!
Scale
Mobile Ad Hoc Wireless How many nodes? How fast do they move? How complex of a wireless model?
Simple SNR, Directed Antenae, co-channel interference… Battery life?
By the way
Discrete Event Simulation! A simple concept Agents and Events Very Intuitive Very OO friendly, Hooray!
What package to use? Look at scale issues! How much do you like to program?
Further Resources
Read!Best way by far to understand the state of the
art is to read papersKeep a close eye on the models they use…
Lots of work in MAC and wireless channel-space sharing
NS3 Abundance of general DES
Questions?
Thanks!