Optimal Poisson quantisation

The quantisation problem for probability measures aims to represent a measure using a discrete measure supported by a finite set X. We consider a similar problem where X is a realisation of a finite Poisson point process, the objective function is given by the expected Lp-error, and the constraints are imposed on the total intensity of the process.