Decomposition of stationary α-stable random fields

Abstract

This work is concerned with the structural analysis of stationary α-stable random fields. Three distinct classes of such random fields are characterized and it is shown that every stationary α-stable random field can be uniquely decomposed into the sum of three independent components belonging to these classes. Various examples of stationary α-stable random fields are discussed in this context.