I had this problem and it turned out I was trying to restore to the wrong version of SQL. If you want more information on what’s going on, try restoring the database using the following SQL:
RESTORE DATABASE <YourDatabase>
FROM DISK='<the path to your backup file>\<YourDatabase>.bak'
That should give you the error message that you need to debug this.