Follow the printer installation instructions to the letter - they will tell you exactly when to connect & switch on the printer during installation. Not following the correct sequence can cause your PC not to load the drivers correctly.
It may be worth uninstalling the printer drivers and starting from scratch.
To check out the USB port, plug something else into it and see if the computer recognises it.