Modeling of Statistically Multiplexed Non Uniform Activity VBR Video
This paper reports the feasibility of the ARMA model
to describe a bursty video source transmitting over a AAL5 ATM link
(VBR traffic). The traffic represents the activity of the action movie
"Lethal Weapon 3" transmitted over the ATM network using the Fore
System AVA-200 ATM video codec with a peak rate of 100 Mbps
and a frame rate of 25. The model parameters were estimated for a
single video source and independently multiplexed video sources. It
was found that the model ARMA (2, 4) is well-suited for the real data
in terms of average rate traffic profile, probability density function,
autocorrelation function, burstiness measure, and the pole-zero
distribution of the filter model.
[1] B. Maglaris et al., "Performance models of statistical multiplexing in
packet video communications," IEEE Transactions on.
Communication., Vol. 36, pp. 834-843, 1998.
[2] M. Nomura, T. Fujii, and N. Ohta, "Basic characteristics of variable bit
rate video coding in ATM environment," IEEE J. Select. Areas of
Communication, Vol. 7, pp. 752-760, 1989.
[3] R. Grunenfelder, J. P. Cosmas et al., "Characterization of video codecs
as autoregressive moving average process and related queueing system
performance," IEEE J. Selected Areas of Communications, Vol. 9, pp.
284-293, 1991.
[4] C. Shim et al., "Modeling and call admission control algorithm of
variable bit rate video in ATM networks," IEEE J. Selected Areas of
Communications, Vol. 12, pp. 332-344, 1994.
[5] D. P. Heyman, A. Tabatabai, and T. V. Lakshman, "Statistical analysis
and simulation study of video teleconference traffic in ATM networks,"
IEEE Trans. On Circuits, Systems, and Video Technology, Vol. 2, pp.
49-59, 1992.
[1] B. Maglaris et al., "Performance models of statistical multiplexing in
packet video communications," IEEE Transactions on.
Communication., Vol. 36, pp. 834-843, 1998.
[2] M. Nomura, T. Fujii, and N. Ohta, "Basic characteristics of variable bit
rate video coding in ATM environment," IEEE J. Select. Areas of
Communication, Vol. 7, pp. 752-760, 1989.
[3] R. Grunenfelder, J. P. Cosmas et al., "Characterization of video codecs
as autoregressive moving average process and related queueing system
performance," IEEE J. Selected Areas of Communications, Vol. 9, pp.
284-293, 1991.
[4] C. Shim et al., "Modeling and call admission control algorithm of
variable bit rate video in ATM networks," IEEE J. Selected Areas of
Communications, Vol. 12, pp. 332-344, 1994.
[5] D. P. Heyman, A. Tabatabai, and T. V. Lakshman, "Statistical analysis
and simulation study of video teleconference traffic in ATM networks,"
IEEE Trans. On Circuits, Systems, and Video Technology, Vol. 2, pp.
49-59, 1992.
@article{"International Journal of Electrical, Electronic and Communication Sciences:59985", author = "J. P. Dubois", title = "Modeling of Statistically Multiplexed Non Uniform Activity VBR Video", abstract = "This paper reports the feasibility of the ARMA model
to describe a bursty video source transmitting over a AAL5 ATM link
(VBR traffic). The traffic represents the activity of the action movie
"Lethal Weapon 3" transmitted over the ATM network using the Fore
System AVA-200 ATM video codec with a peak rate of 100 Mbps
and a frame rate of 25. The model parameters were estimated for a
single video source and independently multiplexed video sources. It
was found that the model ARMA (2, 4) is well-suited for the real data
in terms of average rate traffic profile, probability density function,
autocorrelation function, burstiness measure, and the pole-zero
distribution of the filter model.", keywords = "ARMA, ATM networks, burstiness, multimediatraffic, VBR video.", volume = "1", number = "10", pages = "1499-7", }