Radar waveforms often need to be optimized to achieve minimal sidelobes in the ambiguity function. In this paper, it is shown that sampling rate can affect the optimality of the sidelobe level, so the sampling rate should be considered already at the optimization phase. A theorem for the cross-ambiguity function peak values of the oversampled waveforms is developed.