We are expecting a child anytime soon and in this scenario we wouldn't be able to transfer our nationality to child as we don't have passports and child's birth certificate couldn't be produced without passport. So where would the child be registered?
It depends on where you are. In the US, you would get the birth certificate from the county or city where the child is born, regardless of nationality (and the child would be a US citizen in addition to any other citizenship potentially acquired through you and the child's other parent).
As far as I'm aware, most places are similar: they issue birth certificates based on the place of birth, not the nationality of the child.
Whether the child obtains your nationality or the the nationality of the place of birth depend on the laws in those countries, as user102008 explains. It could be either, both, or neither.
If your child does not obtain the local nationality, and if you are unable to obtain a passport for the child, you may be able to get a "foreigner's travel document" of some sort. Details will be rather different depending on where you are.
You may also be able to get one of these for yourself, though I suspect that in most places you'll only be able to get one if your claim of asylum is successful, in which case it will be specifically a refugee travel document.