You’re probably right (it’s surely the case for @rkeck). But it could also be that your gateway never receives the Join Accept that TTN has sent. (Firewall, network.) So you really need to look into the gateway’s log file first.
Note that the gateway sends UDP packets to the TTN backend to try to keep firewalls open; see UDP ports and firewalling.