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A cross-layer optimized adaptive modulation and coding scheme for transmission of streaming media over wireless links

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Abstract

In this paper, a novel cross-layer Adaptive Modulation and Coding scheme that optimizes the overall packet loss (by both transmission errors and excessive delays) probability under a given arrival process is developed. To this end, an improved Large Deviations approximation for the fraction of packets that suffer from excessive queuing delay is proposed. This approximation is valid for G/G/1 queues with infinite buffers that are driven by stationary arrival and service processes which satisfy certain conditions. Such models can capture the time correlations in the amount of traffic generated by streaming media sources and the time varying service capacity of a wireless link. Through numerical examples, the proposed AMC policy is shown to achieve a significant reduction in the overall packet loss rate compared to previously proposed schemes. This algorithmic performance gain can be translated into a sizeable decrease in the required transmit power or an analogous increase in the rate of the arrival process, subject to a given maximum packet loss rate Quality of Service constraint. Furthermore, the proposed AMC policy can be combined with ARQ in order to achieve an even lower overall packet loss probability.

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Notes

  1. ξ = Pd + P0 − Pr(pckt transmission error ∩ pckt excessively delayed) therefore max(Pd, P0) ≤ ξ ≤ Pd + P0. For small probabilities Pd and P0 this bound is quite tight, e.g., for Pd = P0 = 10−3 we have 10−3 ≤ ξ ≤ 2 · 10−3 whereas for Pd = 10−4 and P0 = 10−3 we have 10−3 ≤ ξ ≤ 1.1 · 10−3.

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Acknowledgements

The author would like to thank the anonymous reviewers for their comments and suggestions which helped to improve the quality and presentation of this paper.

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  1. Athens Information Technology, 0.8 km Markopoulo Ave, P.O. Box 68, 190 02, Peania, Athens, Greece

    Spyridon Vassilaras

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  1. Spyridon Vassilaras
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Correspondence to Spyridon Vassilaras.

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This work has been partly funded by the Commission of the European Community under the MAGNET Beyond Integrated Project (IST-2006-027396).

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Vassilaras, S. A cross-layer optimized adaptive modulation and coding scheme for transmission of streaming media over wireless links. Wireless Netw 16, 903–914 (2010). https://doi.org/10.1007/s11276-009-0176-z

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