The centered process describes fluctuations of the empirical characteristic function. At a fixed frequency, its real and imaginary parts satisfy a multivariate central limit theorem. A process-level limit requires further control over the frequency index.
The empirical characteristic function replaces the expected value in a characteristic function by the sample average:
Its centered fluctuation at the central limit theorem scale is the empirical characteristic process:
In particular, and .