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Performance Evaluation
Volume 55, Issues 3-4, February 2004, Pages 251-275
 
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doi:10.1016/j.peva.2003.07.004    
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Copyright © 2003 Elsevier B.V. All rights reserved.

Optimization of a packet video receiver under different levels of delay jitter: an analytical approach*1

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Nikolaos Laoutarisa, Corresponding Author Contact Information, E-mail The Corresponding Author, Benny Van HoudtE-mail The Corresponding Author, b and Ioannis StavrakakisE-mail The Corresponding Author, a

a Department of Informatics and Telecommunications, University of Athens, 15784, Athens, Greece

b Department of Mathematics and Computer Science, University of Antwerp, B-2020, Antwerp, Belgium


Received 8 October 2002; 
revised 17 July 2003. 
Available online 2 October 2003.

Abstract

This paper studies the problem of analyzing and designing optimal playout adaptation policies for packet video receivers (PVRs) that operate in a delay jitter inducing best-effort network, like the current Internet. The developed system model is built around the Ek/Di/1/N phase-type queue and allows for the effective modeling of key design and system parameters, such as: the level of delay jitter, the performance metrics and the employed playout policy. The optimal playout policy is derived under k-Erlang interarrivals by formulating and solving an optimization problem. The (theoretical) optimal solution is transformed into an approximately optimal one that utilizes observable information and it is, thus, feasible. Numerical results are derived under the optimal policy and compared against those under the optimal policy that assumes a fixed level of jitter as determined by Poisson arrivals, as well as against the deterministic service that applies no playout adaptation. Based on this work, a PVR is proposed that adapts to varying network delay jitter and tries to induce a performance that approximates the derived theoretical optimal one.

Author Keywords: Packet video communications; Network jitter; Synchronization quality; Playout adaptation

Article Outline

1. Introduction
2. Related work
3. Modeling delay jitter
4. Performance analysis of PVRs under k-Erlang arrivals
4.1. The embedded Markov chain
4.2. Intrastream synchronization (continuity) metrics
5. Derivation of the optimal playout scheduler for different levels of network jitter
5.1. The Markov decision process (MDP)
5.2. Cost assignment
6. Numerical results and discussion
6.1. Optimal playout policies for different levels of network jitter
6.2. Controlling the buffering delay
6.3. Comparison of playout policies: EO vs. PO and DS
7. Applying the phase-aware optimal policy to a real-world video receiver
8. Overall system architecture
9. Conclusions
Acknowledgements
Appendix A. Value-iteration algorithm
References
Vitae












Corresponding Author Contact InformationCorresponding author.

*1 This work was supported in part by the Special Account for Research Grants of the National and Kapodistrian University of Athens and the IST program of the European Union under contract IST-2001-32686 (Broadway).


Performance Evaluation
Volume 55, Issues 3-4, February 2004, Pages 251-275
 
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