Multiscale Analysis for Wireless LAN Traffic Characterization
Multiscale Analysis for Wireless LAN Traffic Characterization
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2004-04-19
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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)