Probabilistic Estimation of the Number of Frequency-Hopping Transmitters

@article{Han2011ProbabilisticEO,
  title={Probabilistic Estimation of the Number of Frequency-Hopping Transmitters},
  author={Yuxing Han and Jiangtao Wen and Danijela Cabric and John D. Villasenor},
  journal={IEEE Transactions on Wireless Communications},
  year={2011},
  volume={10},
  pages={3232-3240}
}
We present two probabilistic estimation techniques for identifying the most likely number of frequency-hopping transmitters for a range of different scenarios and compare their performances. In the first technique, cumulative estimation, a Gaussian approximation methodology is developed based on a single integrated measurement over the observation time window. In the second technique, time-distributed estimation, a maximum-likelihood formulation is adopted, and time-specific observation data is… CONTINUE READING
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