The high-frequency conductivity of inversion electrons on InP is measured by Fourier transform spectroscopy. At sufficiently low temperatures deviations from Drude behaviour are found that reveal localization of part of the carriers. In comparison to electrons on silicon, localization on InP prevails to relatively high carrier densities, frequencies, and temperatures.