looking for new government job – with relocation

So this is a good question I have. I have over 15 years doing Program and Project Management and Management consulting both as a consultant and most recently as a Federal Employee. So, how does one go about obtaining a new federal position in another region of the country? I am applying like a maniac through USAjobs.com and getting my resume forwarded to the selecting official, but nothing else seems to happen. I also seem to get rejected for not bneing in a location of the position. HELP, I am tired of living in Maryland and want to move south with my family.