Yes, you will still get your Federal refund (if your Federal return was accepted), even if your State return was rejected. The IRS & State are two separate agencies, they each process returns separate from each other.
You can checked the IRS website Where's My Refund for your Federal information?
https://www.irs.gov/refunds
