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Laws of Large Numbers, Spectral Translates and Sampling Over LCA Groups

  • Juan Miguel Medina

摘要

Kluvánek extended the Whittaker-Kotel’nikov-Shannon theorem to the abstract harmonic analysis setting over a LCA group G. In this context, the classical condition for \(f\in \;L^2 (\mathbb {R})\) f L 2 ( R ) to be band limited is replaced by \(\widehat{f}\) f ^ having its support essentially contained in a transversal set of a compact quotient group. This condition was later shown to be necessary in general. Moreover, the classical interpolation formula is also equivalent to a Plancherel like isometric formula involving the \(L^2(G)\) L 2 ( G ) norm of f and the norm of the sequence of its samples over a subgroup H. Here, recalling some Laws of Large Numbers, we will prove an equivalent result for the support of the spectral measure \(\mu _X\) μ X of a Gaussian stationary random process X, indexed over a LCA group G. The conditions are formulated in terms of an almost sure isometric formula involving the sample variances of X, and its samples over a subgroup H respectively.