Dealing with uncertain models in wireless communications

Ezio Biglieri

ICASSP 2016accepted0 citations

Dealing with uncertain models in wireless communications

Abstract

We advocate the use of interval-type bounds on cumulative distribution functions, called probability boxes, to handle several problems arising when a wireless communication system performance must be assessed in the presence of model uncertainties, poorly known or unknown dependencies of random variables, or imprecisely specified probability distributions. The amount of uncertainty is evaluated quantitatively by using sharp bounds on performance parameters.

BibTeX

@inproceedings{icassp2016_dealingwithuncer,
  title = {Dealing with uncertain models in wireless communications},
  author = {Ezio Biglieri},
  booktitle = {ICASSP 2016},
  year = {2016}
}