Explorer did same thing
My '03 Explorer did the same thing. The radio would go out sometimes when I hit my brights or at other times of electrical 'need'. Then it would come on after 5 to 30 seconds. Couldn't find anything wrong - checked 'almost' everything.
After about 2 months of...