This paper describes a path planning method for a small autonomous aerial v
ehicle to be used for inspecting overhead electricity power lines. A comput
ational algorithm is described which converts a standard three dimensional
array representation of one or more obstacles in the vehicle's environment
into an octree and a connectivity graph. This achieves a significant reduct
ion in computer memory usage and an increase in execution speed when the gr
aph is searched. Path planning is based on a three-dimensional extension of
the distance transform. Test results demonstrate rapid and effective opera
tion of the planner within different workspaces.