On a tilted plane T in three-space, skew distances are defined as the Eucli
dean distance plus a multiple of the signed difference in height. Skew dist
ances may model realistic environments more closely than the Euclidean dist
ance. Voronoi diagrams and related problems under this kind of distances ar
e investigated. A relationship to convex distance functions and to Euclidea
n Voronoi diagrams for planar circles is shown, and is exploited for a geom
etric analysis and a plane-sweep construction of Voronoi diagrams on T. An
output-sensitive algorithm running in time O(n log h) is developed, where n
and h are the numbers of sites and non-empty Voronoi regions, respectively
. The all nearest neighbors problem for skew distances, which has certain f
eatures different from its Euclidean counterpart, is solved in O(n log n) t
ime.