Karhunen-Loève expansion for additive Slepian processes

摘要

For Gaussian random fields defined as additive processes based on Slepian processes, we study their Karhunen-Loève expansions and obtain the Pythagorean type distribution identities. As applications, the corresponding small deviation estimates are given.