Purine-specific deoxyribonucleoside kinase that phosphorylates preferentially deoxyguanosine, as part of the deoxyribonucleotide salvage pathway. 2'-deoxyguanosine + ATP = ADP + dGMP + H(+) Belongs to the DCK/DGK family.