I would be surprised if there is closed form for the bessel function autocorrelation.
If the closed form for autocorrelation exist it means that taking fourier transform one can get power spectrum and taking square root we got the spectrum then inverse fourier transform and finaly we obtain the close form for the bessel function itself. But we know that there is no closed form for the Bessel function.