LONG Tu-jing, LI Chun-wen, SUN Zheng-shun, et al. A Rayleigh Distribution Based Wavelet Model for VBR Video Traffic[J]. Acta Electronica Sinica, 2005, 33(4): 638-642.
LONG Tu-jing, LI Chun-wen, SUN Zheng-shun, et al. A Rayleigh Distribution Based Wavelet Model for VBR Video Traffic[J]. Acta Electronica Sinica, 2005, 33(4): 638-642.DOI:
we proposed a new rayleigh distribution based wavelet model for video traffic.With Haar wavelet mutiresolution analysis
we use different models to modeling the scaling coefficients and wavelet coefficients
and by inverse wavelet transform
we can get the whole generated traffic trace.In the coarsest scaling space
we use a rayleigh distribution based AR model to generate the scaling coefficients
for the scaling coefficients are approximately rayleigh distributed.While in the wavelet spaces
we use wavelet independent guassian model to generate the wavelet coefficients.Because the proposed model uses different models in scaling space and wavelet
it can capture the probability distribution and the long-range dependence of the VBR video traffic very well.Moreover
under the multiscale queue (MSQ) framework
we give a theoretic formula of the queuing analysis.Finally
by the video traffic trace-driven simulation and queuing analysis