Antenna sizes are proportional to wavelength of EM wave. So higher frequency implies shorter wavelength . So size of antenna on satellite would be compact. Also the frequency used should have energy such that it’s not absorbed in any layers of atmosphere (energy should be lower than bandgap of material).