Summary: We define and investigate a class of positive definite kernel, a so-called equivalent-kernel. We formulate and prove an analogous of Paley-Wiener theorem in the context of positive definite kernel. The main ingredient in the proof is the Kolmogorov decomposition. Finally, some applications to stochastic processes are given.