Even if they weren't of the same meaning, I'd just think they're too similar. It'd be confusing, for me, anyway.
Heck, I am considering a name for DD#2 that has a very similar meaning to DD#1, but they are completely different in every other respect. (# syllables, letter, sound, one ends in a consonant and one doesn't.)