The license fee is fairer than a tax, because if you don't watch terrestrial television you don't have to fund it. For example, if you just watch Netflix, you don't need to pay for a license fee.
If the license fee were replaced with a tax I would end up paying more than the cost of a license fee for something I don't use - not keen.