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A Multifractal Wavelet Model with Application to Network Traffic (1998)  (Make Corrections)  (109 citations)
Rudolf H. Riedi, Matthew S. Crouse, Vinay J. Ribeiro, Richard G. Baraniuk
IEEE Transactions on Information Theory



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Abstract: In this paper, we develop a new multiscale modeling framework for characterizing positive-valued data with long-range-dependent correlations (1=f noise). Using the Haar wavelet transform and a special multiplicative structure on the wavelet and scaling coefficients to ensure positive results, the model provides a rapid O(N) cascade algorithm for synthesizing N-point data sets. We study both the second-order and multifractal properties of the model, the latter after a tutorial overview of... (Update)

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BibTeX entry:   (Update)

R. Riedi, M. Crouse, V. Ribeiro, and R. Baraniuk. A Multifractal Wavelet Model with Application to TCP Network Traffic. preprint, 1998. http://citeseer.ist.psu.edu/article/riedi98multifractal.html   More

@article{ riedi99multifractal,
    author = "R. H. Riedi and M. S. Crouse and V. J. Ribeiro and R. G. Baraniuk",
    title = "A Multifractal Wavelet Model with Application to Network Traffic",
    journal = "IEEE Transactions on Information Theory",
    volume = "45",
    number = "4",
    pages = "992--1018",
    year = "1999",
    url = "citeseer.ist.psu.edu/article/riedi98multifractal.html" }
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