Hi
No the erasure of the hard disk has no effect on the wireless aspect.
But if the TC is gen 1 or gen 2 I would seriously consider replacement.. as they are now into the unreliable stage of operation.. ie more than 2years old. The smallest hard disk in a new one is 2TB and much better suited to your giant SSD.