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Discrete-time model for multimedia correlated sources

Discrete-time model for multimedia correlated sources

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A multimedia source model is presented. To capture the intermedia synchronisation requirements of the streams in the multimedia flow, the model is defined as the superposition of heterogeneous correlated monomedia arrival processes. Transition probability matrices and correlation functions are calculated to allow any designer to investigate network performance by means of well-known analytical techniques.

Inspec keywords: probability; queueing theory; matrix algebra; correlation theory; multimedia communication; synchronisation

Other keywords: correlation functions; discrete-time model; intermedia synchronisation requirements; network performance; transition probability matrices; heterogeneous correlated monomedia arrival processes; multimedia correlated sources; multimedia systems

Subjects: Multimedia communications; Queueing theory; Algebra; Information theory; Queueing systems

References

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      • Bae, J.J., Suda, T., Simha, R.: `Analysis of individual packet loss in a finite buffer queue with heterogeneousMarkovmodulated arrival processes: A study of traffic burstiness and a priority packet discarding', Proc. IEEE Infocom'92, Florence, Italy.
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      • A. La Corte , A. Lombardo , S. Palazzo , S. Zinna . Modeling activity in VBR video sources. Signal Process. Image Commun. , 167 - 178
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      • La Corte, A., Lombardo, A., Schembra, G.: `Modeling superposition of ON-OFF correlated traffic sources in multimediaapplications', Proc. IEEE Infocom '95, 2-6 April 1995, Boston, Massachusetts, USA.
    4. 4)
      • B. Maglaris , D. Anastassiou , P. Sen , G. Karlsson , J.D. Robbins . Performance models of statistical multiplexing in packet video communication. IEEE Trans. , 834 - 844
    5. 5)
      • Fulton, C., Li, S.Q.: `Delay jitter correlation analysis for traffic transmission on high speednetworks', Proc. IEEE Infocom'95, Boston, Massachusetts, USA.
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