This has actually been done -
<a href="http://en.wikipedia.org/wiki/Republic_of_Minerva" rel="nofollow">http://en.wikipedia.org/wiki/Republic_of_Minerva</a><p>Unfortunately, Tonga claimed the island and kicked them out.