We stayed at Astor Court in January, it is very good and an excellent location near the BBC. We travelled by train, so can't help you with parking. Contact the hotel directly, but I think it may be expensive parking in this area. Good Luck !
Get an answer from Astor Court Hotel staff and past guests.