I'm about two months into my first remote gig and I have to agree with you that communication is the worse. Sometimes I feel like I'm pulling teeth to get an answer out of anyone.
I think this depends on your requirements... if you are a liaison between departments, or the specs of what you are trying to do aren't well defined, there's too much to communicate.
Some remote jobs are great: they lay out what you need and you provide it without having to pester people for information.