Been having the exact same problem but from my Android tablet. Someone mentioned that a device may have been plugged in that Calibre linked to. I had plugged an android phone in on charge (not my usual phone) so I removed that and was able to connect with no further problem. The sly thing was that Calibre was not showing an attached device.
Thanks chaley, you nailed it!!