But if I do it that way, with 2 different subnets, I am not going to be able to access the network, because both subnet will be different than my network subnet.
So, to set this up properly, I will need to configure that second subnet (guest wireless) to route to the internet only. And that is not done on the AP, it's done on the router side, correct?