Cellular coverage probability is independent of base station density under stochastic geometric models

We prove that under stochastic geometric modelling of cellular networks, the coverage probability is not a function of base stations density---contrary to widespread belief. That is, we reveal that the base station density, $\lambda$, that appears in a plethora of published cellular coverage probability expressions is superfluous.