Modeling and analysis of a variable bit rate video multiplexer
IEEE INFOCOM '92 Proceedings of the eleventh annual joint conference of the IEEE computer and communications societies on One world through communications (Vol. 2)
A histogram-based model for video traffic behavior in an ATM multiplexer
IEEE/ACM Transactions on Networking (TON)
Methods for performance evaluation of VBR video traffic models
IEEE/ACM Transactions on Networking (TON)
Modeling and simulation of self-similar variable bit rate compressed video: a unified approach
SIGCOMM '95 Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
Simple and efficient models for variable bit rate MPEG video traffic
Performance Evaluation - Special issue on applied probability modelling in telecommunication
On the characterization of VBR MPEG streams
SIGMETRICS '97 Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Content-based MPEG video traffic modeling
IEEE Transactions on Multimedia
Shifting-level process as a LRD video traffic model and related queuing results
Computer Communications
Basic characteristics of variable rate video coding in ATM environment
IEEE Journal on Selected Areas in Communications
Models for packet switching of variable-bit-rate video sources
IEEE Journal on Selected Areas in Communications
Statistical analysis and simulation study of video teleconference traffic in ATM networks
IEEE Transactions on Circuits and Systems for Video Technology
Motion-classified autoregressive modeling of variable bit rate video
IEEE Transactions on Circuits and Systems for Video Technology
A new statistical model for traffic generated by VBR coders for television on the broadband ISDN
IEEE Transactions on Circuits and Systems for Video Technology
A study of H.263 traffic modeling in multipoint videoconference sessions over IP networks
Computer Communications
Predictive and measurement-based dynamic resource management and QoS control for videos
Computer Communications
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In this paper, we propose a new traffic model for MPEG-coded video sequences. The proposed modeling scheme uses scene-based traffic characteristics and considers the correlations between frames of consecutive group of pictures (GOPs). Using a simple scene detection algorithm, scene changes are modeled by a state transition matrix and the number of GOPs of a scene state is modeled by a geometric distribution. Frames of a scene are modeled by the mean I, P, and B frame sizes of each state. For more accurate traffic modeling, the residual bits that represent the difference between the original frame size and the mean frame size of each frame type are compensated by autoregressive processes. The modeling results show that our scene-based model can capture the statistical traffic characteristics of the original video sequences well and estimate the queueing performance with good approximation quality.