Its simple... No need of Visa for baby who enters Qatar before 90 days from the date of birth. You can obtain a on arrival visa in the immigration desk during entry...
If you want to bring your baby after 90 days, then make the same procedure of visa application as same as you did for your wife. No need of any headache documents as before, only RP copy of you and your wife.