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Online video traffic modelling with wavelet transform

Online video traffic modelling with wavelet transform

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An online video traffic model based on the wavelet transform is proposed and evaluated. The key to the online model support is the removal of least significant wavelet components, within a coarse time resolution, as necessitated by a priori model parameter estimation. This, in turn, is achieved through knowledge gained from the autocorrelation function of the base video traffic trace.

References

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      • Garret, M.W., Willinger, W.: `Analysis, modelling and generation of self-similar VBR videotraffic', Proc. SIGCOMM, 1994, London, UK, p. 269–280.
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      • S. Ma , C. Ji . Modelling video traffic using wavelets. IEEE Commun. Lett. , 4 , 100 - 103
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      • I. Daubechies . Ten lectures on wavelets. SIAM
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      • Huang, C., Devetsikiotis, M., Lambadaris, I., Kaye, A.R.: `Modelling and simulation of self-similarvariable bit rate compressed video: a unified approach', Proc. SIGCOM, 1995, Cambridge, USA, p. 114–125.
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