mdf:
Sounds like you've tried all the obvious troubleshooting and the router has developed a fault.
However, on the off chance you haven't already tried it, have you checked that the router is set to broadcast the SSID (i.e. the 2.4 GHz network isn't hidden)?
Yes I have checked that in the router settings and have tried changing the SSID too with no joy