A very simple approach is to use geom_point with a hollow plotting character:
library(ggplot2)
ggplot(data.frame(x = 0, y = 0), aes(x, y)) +
geom_point(size = 25, pch = 1)

Size is imprecise, though. If you want to set an exact radius, the options above are better.