Dealing with uncertain models in wireless communications

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.