Am not able to restore iPhone Backup
I recently backed up my iPhone and all seemed to go well. I then restored my iPhone 5 to Factory settings in order to fix a software bug I had that had been affecting the battery life ( causing my phone to shut down at anwhere from 30% or below). When I tried to then restore my backup it starts off fine then stops and comes up with 'iTunes could not restore the iPhone becuase the backup was corrupt or not compatible with the Iphone that is being restored'.
I would really appreciate any suggestions or fixes.
Thanks.
iPhone 5, iOS 7.0.4