Efficient Fe doping into GaN achieved using solid Fe source in NH3 MBE growth. Semi-insulating (S.I.) GaN buffer is realized by adding Fe impurities. The low-temperature PL spectra of Fe:GaN enhanced DAP transition. It implies that Fe compensates the residual donors to achieve the S.I. properties.