Statement

If ff is smooth and Zd\mathbb Z^d-periodic, its reconstructs it:

f(x)=mZdf^(m)e2πimx,f(x)=\sum_{m\in\mathbb Z^d}\widehat f(m)e^{2\pi i m\cdot x},

and the series may be differentiated term by term to every fixed order, with absolute and uniform convergence of each resulting series.

Convergence and identification

For a derivative of order kk, bounds the summands by CN(1+m)k2NC_N(1+|m|)^{k-2N}. Choose 2N>k+d2N>k+d to make the lattice sum convergent. This produces a smooth function with the same coefficients as ff.

To identify it with ff, use uniqueness of coefficients for continuous periodic functions. One proof convolves their difference with the product Fejér kernels: these averages are zero because all its coefficients vanish, and the positive normalized kernels concentrate at zero, so their convolution converges uniformly to the continuous difference. The difference is therefore zero.

References