Multiscale Analysis for Wireless LAN Traffic Characterization
Multiscale Analysis for Wireless LAN Traffic Characterization
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Date
2004-04-19
Authors
Yeo, Jihwang
Agrawala, Ashok
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Abstract
In this survey paper, we overview the various network traffic
models, especially focusing on the multiscale analysis.
By multiscale analysis we mean wavelet-based self-similar and
multifractal analysis.
Multiscale analysis is advantageous in that it can reveal the scaling
behavior of the traffic on large time scale, at the same time
characterize small-scale irregularity.
We also discuss how we can apply this analysis technique to wireless
LAN traffic characterization.
(UMIACS-TR-2004-16)