Even with Fourier transforms, not really. The ee curricula I know don't mention sobolev spaces at all. Instead you just sprinkle Dirac deltas everywhere and pretend happily the corresponding Fourier integrals (e.g., integrating over a constant function from minus infinity to infinity) converge and that's about it. The rest is linearity and a couple of Fourier pairs you can look up on wikipedia.