Batch and Sequential Bayesian Estimators of the Number of Active Terminals in an IEEE 802.11 Network

@article{Vercauteren2007BatchAS,
  title={Batch and Sequential Bayesian Estimators of the Number of Active Terminals in an IEEE 802.11 Network},
  author={Tom Vercauteren and Alberto L{\'o}pez Toledo and Xiaodong Wang},
  journal={IEEE Transactions on Signal Processing},
  year={2007},
  volume={55},
  pages={437-450}
}
The performance of the IEEE 802.11 protocol based on the distributed coordination function (DCF) has been shown to be dependent on the number of competing terminals and the backoff parameters. Better performance can be expected if the parameters are adapted to the number of active users. In this paper we develop both off-line and online Bayesian signal processing algorithms to estimate the number of competing terminals. The estimation is based on the observed use of the channel and the number… CONTINUE READING
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References

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Showing 1-10 of 29 references

Performance analysis of the IEEE 802.11 distributed coordination function

  • G. Bianchi
  • IEEE J. Sel. Areas Commun., vol. 18, pp. 535–547…
  • 2000
Highly Influential
6 Excerpts

On-line inference for hidden Markov models via particle filters

  • P. Fearnhead, P. Clifford
  • J. R. Statist. Soc. (B), vol. 65, no. 4, pp. 887…
  • 2003
1 Excerpt

A tutorial on particle filters for on-line non-linear/non-Gaussian Bayesian tracking

  • S. Arulampalam, S. Maskell, N. Gordon, T. Clapp
  • IEEE Trans. Signal Process., vol. 50, pp. 174–188…
  • 2002
2 Excerpts

Bayesian methods for hidden Markov models: Recursive computing in the 21st century

  • S. L. Scott
  • J. Amer. Statist. Assoc., vol. 97, no. 457, pp…
  • 2002
1 Excerpt

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